{ "conditions": [ { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "CONTROL", "kind": "CONTROL", "l1_rel": 0, "l2_rel": 0, "level": null, "mechanisms": { "M1": false, "M2": false, "M3": false }, "n_decisions": 2896, "peak_genome_hash": null, "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 1000000, "mem_scale_ppm": 1000000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": null, "rel_at_peak_ppm": {}, "safety_hash": "32945f3514113de7", "seed": null }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "PLACEBO", "kind": "PLACEBO", "l1_rel": 0.0, "l2_rel": 0.0, "level": null, "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "7416a56ddc575182", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 1000000, "mem_scale_ppm": 1000000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": null, "rel_at_peak_ppm": { "carry": 0, "e:basal_ganglia_go>basal_ganglia_go": 0, "e:basal_ganglia_go>prefrontal": 0, "e:basal_ganglia_nogo>amygdala": 0, "e:thalamus>basal_ganglia_go": 0, "leak": 0, "lr": 0, "mem": 0 }, "safety_hash": "32945f3514113de7", "seed": null }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "REBUS_LOW", "kind": "REBUS", "l1_rel": 1.375, "l2_rel": 0.600521, "level": "LOW", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "abd4a94438cf7901", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 212500, "edges": { "basal_ganglia_go>basal_ganglia_go": 175000, "basal_ganglia_go>prefrontal": 87500, "basal_ganglia_nogo>amygdala": 131250, "thalamus>basal_ganglia_go": 122610 }, "leak_ppm": 450000, "lr_ppm": 150000, "m_ppm": 1000000, "mem_scale_ppm": 875000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": null, "rel_at_peak_ppm": { "carry": -150000, "e:basal_ganglia_go>basal_ganglia_go": -125000, "e:basal_ganglia_go>prefrontal": -125000, "e:basal_ganglia_nogo>amygdala": -125000, "e:thalamus>basal_ganglia_go": 125000, "leak": -100000, "lr": 500000, "mem": -125000 }, "safety_hash": "32945f3514113de7", "seed": null }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "REBUS_MEDIUM", "kind": "REBUS", "l1_rel": 2.75, "l2_rel": 1.201041, "level": "MEDIUM", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "3d5613c15f0cd17e", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 175000, "edges": { "basal_ganglia_go>basal_ganglia_go": 150000, "basal_ganglia_go>prefrontal": 75000, "basal_ganglia_nogo>amygdala": 112500, "thalamus>basal_ganglia_go": 136233 }, "leak_ppm": 400000, "lr_ppm": 200000, "m_ppm": 1000000, "mem_scale_ppm": 750000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": null, "rel_at_peak_ppm": { "carry": -300000, "e:basal_ganglia_go>basal_ganglia_go": -250000, "e:basal_ganglia_go>prefrontal": -250000, "e:basal_ganglia_nogo>amygdala": -250000, "e:thalamus>basal_ganglia_go": 250000, "leak": -200000, "lr": 1000000, "mem": -250000 }, "safety_hash": "32945f3514113de7", "seed": null }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "REBUS_HIGH", "kind": "REBUS", "l1_rel": 5.5, "l2_rel": 2.402082, "level": "HIGH", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "cb9c57b00c3af09e", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 100000, "edges": { "basal_ganglia_go>basal_ganglia_go": 100000, "basal_ganglia_go>prefrontal": 50000, "basal_ganglia_nogo>amygdala": 75000, "thalamus>basal_ganglia_go": 163480 }, "leak_ppm": 300000, "lr_ppm": 300000, "m_ppm": 1000000, "mem_scale_ppm": 500000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": null, "rel_at_peak_ppm": { "carry": -600000, "e:basal_ganglia_go>basal_ganglia_go": -500000, "e:basal_ganglia_go>prefrontal": -500000, "e:basal_ganglia_nogo>amygdala": -500000, "e:thalamus>basal_ganglia_go": 500000, "leak": -400000, "lr": 2000000, "mem": -500000 }, "safety_hash": "32945f3514113de7", "seed": null }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "REBUS_HIGH_M1", "kind": "REBUS", "l1_rel": 0.5, "l2_rel": 0.5, "level": "HIGH", "mechanisms": { "M1": true, "M2": false, "M3": false }, "n_decisions": 2896, "peak_genome_hash": "7416a56ddc575182", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 1000000, "mem_scale_ppm": 500000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": null, "rel_at_peak_ppm": { "mem": -500000 }, "safety_hash": "32945f3514113de7", "seed": null }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "REBUS_HIGH_M2", "kind": "REBUS", "l1_rel": 3.0, "l2_rel": 1.232883, "level": "HIGH", "mechanisms": { "M1": false, "M2": true, "M3": false }, "n_decisions": 2896, "peak_genome_hash": "cb9c57b00c3af09e", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 100000, "edges": { "basal_ganglia_go>basal_ganglia_go": 100000, "basal_ganglia_go>prefrontal": 50000, "basal_ganglia_nogo>amygdala": 75000, "thalamus>basal_ganglia_go": 163480 }, "leak_ppm": 300000, "lr_ppm": 100000, "m_ppm": 1000000, "mem_scale_ppm": 1000000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": null, "rel_at_peak_ppm": { "carry": -600000, "e:basal_ganglia_go>basal_ganglia_go": -500000, "e:basal_ganglia_go>prefrontal": -500000, "e:basal_ganglia_nogo>amygdala": -500000, "e:thalamus>basal_ganglia_go": 500000, "leak": -400000 }, "safety_hash": "32945f3514113de7", "seed": null }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "REBUS_HIGH_M3", "kind": "REBUS", "l1_rel": 2.0, "l2_rel": 2.0, "level": "HIGH", "mechanisms": { "M1": false, "M2": false, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "7416a56ddc575182", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 300000, "m_ppm": 1000000, "mem_scale_ppm": 1000000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": null, "rel_at_peak_ppm": { "lr": 2000000 }, "safety_hash": "32945f3514113de7", "seed": null }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "RANDOM_LOW_S1", "kind": "RANDOM", "l1_rel": 1.375, "l2_rel": 0.600521, "level": "LOW", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "805f6a35bc1225d5", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 375000, "edges": { "basal_ganglia_go>basal_ganglia_go": 170000, "basal_ganglia_go>prefrontal": 112500, "basal_ganglia_nogo>amygdala": 131250, "thalamus>basal_ganglia_go": 122610 }, "leak_ppm": 562500, "lr_ppm": 87500, "m_ppm": 1000000, "mem_scale_ppm": 900000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": { "draws": 1, "exact_match": true, "l1_ratio": 1.0, "l2_ratio": 1.0, "rule": "random permutation of REBUS magnitudes, random signs", "seed": 1000 }, "rel_at_peak_ppm": { "carry": 500000, "e:basal_ganglia_go>basal_ganglia_go": -150000, "e:basal_ganglia_go>prefrontal": 125000, "e:basal_ganglia_nogo>amygdala": -125000, "e:thalamus>basal_ganglia_go": 125000, "leak": 125000, "lr": -125000, "mem": -100000 }, "safety_hash": "32945f3514113de7", "seed": 1 }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "RANDOM_LOW_S2", "kind": "RANDOM", "l1_rel": 1.375, "l2_rel": 0.600521, "level": "LOW", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "854c48656fc59033", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 281250, "edges": { "basal_ganglia_go>basal_ganglia_go": 175000, "basal_ganglia_go>prefrontal": 112500, "basal_ganglia_nogo>amygdala": 131250, "thalamus>basal_ganglia_go": 95364 }, "leak_ppm": 550000, "lr_ppm": 85000, "m_ppm": 1000000, "mem_scale_ppm": 1500000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": { "draws": 1, "exact_match": true, "l1_ratio": 1.0, "l2_ratio": 1.0, "rule": "random permutation of REBUS magnitudes, random signs", "seed": 2000 }, "rel_at_peak_ppm": { "carry": 125000, "e:basal_ganglia_go>basal_ganglia_go": -125000, "e:basal_ganglia_go>prefrontal": 125000, "e:basal_ganglia_nogo>amygdala": -125000, "e:thalamus>basal_ganglia_go": -125000, "leak": 100000, "lr": -150000, "mem": 500000 }, "safety_hash": "32945f3514113de7", "seed": 2 }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "RANDOM_LOW_S3", "kind": "RANDOM", "l1_rel": 1.375, "l2_rel": 0.600521, "level": "LOW", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "f986825f84385753", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 212500, "edges": { "basal_ganglia_go>basal_ganglia_go": 100000, "basal_ganglia_go>prefrontal": 112500, "basal_ganglia_nogo>amygdala": 165000, "thalamus>basal_ganglia_go": 95364 }, "leak_ppm": 562500, "lr_ppm": 87500, "m_ppm": 1000000, "mem_scale_ppm": 1125000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": { "draws": 1, "exact_match": true, "l1_ratio": 1.0, "l2_ratio": 1.0, "rule": "random permutation of REBUS magnitudes, random signs", "seed": 3000 }, "rel_at_peak_ppm": { "carry": -150000, "e:basal_ganglia_go>basal_ganglia_go": -500000, "e:basal_ganglia_go>prefrontal": 125000, "e:basal_ganglia_nogo>amygdala": 100000, "e:thalamus>basal_ganglia_go": -125000, "leak": 125000, "lr": -125000, "mem": 125000 }, "safety_hash": "32945f3514113de7", "seed": 3 }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "RANDOM_LOW_S4", "kind": "RANDOM", "l1_rel": 1.375, "l2_rel": 0.600521, "level": "LOW", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "0ffc143e6e66764b", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 218750, "edges": { "basal_ganglia_go>basal_ganglia_go": 225000, "basal_ganglia_go>prefrontal": 150000, "basal_ganglia_nogo>amygdala": 168750, "thalamus>basal_ganglia_go": 92639 }, "leak_ppm": 562500, "lr_ppm": 87500, "m_ppm": 1000000, "mem_scale_ppm": 1100000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": { "draws": 1, "exact_match": true, "l1_ratio": 1.0, "l2_ratio": 1.0, "rule": "random permutation of REBUS magnitudes, random signs", "seed": 4000 }, "rel_at_peak_ppm": { "carry": -125000, "e:basal_ganglia_go>basal_ganglia_go": 125000, "e:basal_ganglia_go>prefrontal": 500000, "e:basal_ganglia_nogo>amygdala": 125000, "e:thalamus>basal_ganglia_go": -150000, "leak": 125000, "lr": -125000, "mem": 100000 }, "safety_hash": "32945f3514113de7", "seed": 4 }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "RANDOM_LOW_S5", "kind": "RANDOM", "l1_rel": 1.375, "l2_rel": 0.600521, "level": "LOW", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "e9fb483e170fde6a", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 275000, "edges": { "basal_ganglia_go>basal_ganglia_go": 225000, "basal_ganglia_go>prefrontal": 50000, "basal_ganglia_nogo>amygdala": 127500, "thalamus>basal_ganglia_go": 122610 }, "leak_ppm": 437500, "lr_ppm": 87500, "m_ppm": 1000000, "mem_scale_ppm": 875000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": { "draws": 1, "exact_match": true, "l1_ratio": 1.0, "l2_ratio": 1.0, "rule": "random permutation of REBUS magnitudes, random signs", "seed": 5000 }, "rel_at_peak_ppm": { "carry": 100000, "e:basal_ganglia_go>basal_ganglia_go": 125000, "e:basal_ganglia_go>prefrontal": -500000, "e:basal_ganglia_nogo>amygdala": -150000, "e:thalamus>basal_ganglia_go": 125000, "leak": -125000, "lr": -125000, "mem": -125000 }, "safety_hash": "32945f3514113de7", "seed": 5 }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "RANDOM_MEDIUM_S1", "kind": "RANDOM", "l1_rel": 2.75, "l2_rel": 1.201041, "level": "MEDIUM", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "8fff1b24ed638fbd", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 312500, "edges": { "basal_ganglia_go>basal_ganglia_go": 160000, "basal_ganglia_go>prefrontal": 75000, "basal_ganglia_nogo>amygdala": 300000, "thalamus>basal_ganglia_go": 81741 }, "leak_ppm": 350000, "lr_ppm": 75000, "m_ppm": 1000000, "mem_scale_ppm": 750000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": { "draws": 1, "exact_match": true, "l1_ratio": 1.0, "l2_ratio": 1.0, "rule": "random permutation of REBUS magnitudes, random signs", "seed": 1001 }, "rel_at_peak_ppm": { "carry": 250000, "e:basal_ganglia_go>basal_ganglia_go": -200000, "e:basal_ganglia_go>prefrontal": -250000, "e:basal_ganglia_nogo>amygdala": 1000000, "e:thalamus>basal_ganglia_go": -250000, "leak": -300000, "lr": -250000, "mem": -250000 }, "safety_hash": "32945f3514113de7", "seed": 1 }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "RANDOM_MEDIUM_S2", "kind": "RANDOM", "l1_rel": 2.75, "l2_rel": 1.201041, "level": "MEDIUM", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "fc756dc504605edc", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 300000, "edges": { "basal_ganglia_go>basal_ganglia_go": 250000, "basal_ganglia_go>prefrontal": 0, "basal_ganglia_nogo>amygdala": 195000, "thalamus>basal_ganglia_go": 81741 }, "leak_ppm": 375000, "lr_ppm": 125000, "m_ppm": 1000000, "mem_scale_ppm": 1250000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": { "draws": 1, "exact_match": true, "l1_ratio": 1.0, "l2_ratio": 1.0, "rule": "random permutation of REBUS magnitudes, random signs", "seed": 2001 }, "rel_at_peak_ppm": { "carry": 200000, "e:basal_ganglia_go>basal_ganglia_go": 250000, "e:basal_ganglia_go>prefrontal": -1000000, "e:basal_ganglia_nogo>amygdala": 300000, "e:thalamus>basal_ganglia_go": -250000, "leak": -250000, "lr": 250000, "mem": 250000 }, "safety_hash": "32945f3514113de7", "seed": 2 }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "RANDOM_MEDIUM_S3", "kind": "RANDOM", "l1_rel": 2.75, "l2_rel": 1.201041, "level": "MEDIUM", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "ea40b94e389e6d32", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 187500, "edges": { "basal_ganglia_go>basal_ganglia_go": 160000, "basal_ganglia_go>prefrontal": 70000, "basal_ganglia_nogo>amygdala": 187500, "thalamus>basal_ganglia_go": 217974 }, "leak_ppm": 625000, "lr_ppm": 75000, "m_ppm": 1000000, "mem_scale_ppm": 1250000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": { "draws": 2, "exact_match": true, "l1_ratio": 1.0, "l2_ratio": 1.0, "rule": "random permutation of REBUS magnitudes, random signs", "seed": 3001 }, "rel_at_peak_ppm": { "carry": -250000, "e:basal_ganglia_go>basal_ganglia_go": -200000, "e:basal_ganglia_go>prefrontal": -300000, "e:basal_ganglia_nogo>amygdala": 250000, "e:thalamus>basal_ganglia_go": 1000000, "leak": 250000, "lr": -250000, "mem": 250000 }, "safety_hash": "32945f3514113de7", "seed": 3 }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "RANDOM_MEDIUM_S4", "kind": "RANDOM", "l1_rel": 2.75, "l2_rel": 1.201041, "level": "MEDIUM", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "a5619f16b8ab29f0", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 312500, "edges": { "basal_ganglia_go>basal_ganglia_go": 140000, "basal_ganglia_go>prefrontal": 75000, "basal_ganglia_nogo>amygdala": 187500, "thalamus>basal_ganglia_go": 217974 }, "leak_ppm": 375000, "lr_ppm": 75000, "m_ppm": 1000000, "mem_scale_ppm": 800000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": { "draws": 1, "exact_match": true, "l1_ratio": 1.0, "l2_ratio": 1.0, "rule": "random permutation of REBUS magnitudes, random signs", "seed": 4001 }, "rel_at_peak_ppm": { "carry": 250000, "e:basal_ganglia_go>basal_ganglia_go": -300000, "e:basal_ganglia_go>prefrontal": -250000, "e:basal_ganglia_nogo>amygdala": 250000, "e:thalamus>basal_ganglia_go": 1000000, "leak": -250000, "lr": -250000, "mem": -200000 }, "safety_hash": "32945f3514113de7", "seed": 4 }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "RANDOM_MEDIUM_S5", "kind": "RANDOM", "l1_rel": 2.75, "l2_rel": 1.201041, "level": "MEDIUM", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "fc756dc504605edc", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 300000, "edges": { "basal_ganglia_go>basal_ganglia_go": 260000, "basal_ganglia_go>prefrontal": 75000, "basal_ganglia_nogo>amygdala": 300000, "thalamus>basal_ganglia_go": 136233 }, "leak_ppm": 375000, "lr_ppm": 75000, "m_ppm": 1000000, "mem_scale_ppm": 750000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": { "draws": 1, "exact_match": true, "l1_ratio": 1.0, "l2_ratio": 1.0, "rule": "random permutation of REBUS magnitudes, random signs", "seed": 5001 }, "rel_at_peak_ppm": { "carry": 200000, "e:basal_ganglia_go>basal_ganglia_go": 300000, "e:basal_ganglia_go>prefrontal": -250000, "e:basal_ganglia_nogo>amygdala": 1000000, "e:thalamus>basal_ganglia_go": 250000, "leak": -250000, "lr": -250000, "mem": -250000 }, "safety_hash": "32945f3514113de7", "seed": 5 }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "RANDOM_HIGH_S1", "kind": "RANDOM", "l1_rel": 5.5, "l2_rel": 2.402082, "level": "HIGH", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "a3848a183b1045a9", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 375000, "edges": { "basal_ganglia_go>basal_ganglia_go": 300000, "basal_ganglia_go>prefrontal": 300000, "basal_ganglia_nogo>amygdala": 240000, "thalamus>basal_ganglia_go": 54494 }, "leak_ppm": 250000, "lr_ppm": 50000, "m_ppm": 1000000, "mem_scale_ppm": 600000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": { "draws": 1, "exact_match": true, "l1_ratio": 1.0, "l2_ratio": 1.0, "rule": "random permutation of REBUS magnitudes, random signs", "seed": 1002 }, "rel_at_peak_ppm": { "carry": 500000, "e:basal_ganglia_go>basal_ganglia_go": 500000, "e:basal_ganglia_go>prefrontal": 2000000, "e:basal_ganglia_nogo>amygdala": 600000, "e:thalamus>basal_ganglia_go": -500000, "leak": -500000, "lr": -500000, "mem": -400000 }, "safety_hash": "32945f3514113de7", "seed": 1 }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "RANDOM_HIGH_S2", "kind": "RANDOM", "l1_rel": 5.5, "l2_rel": 2.402082, "level": "HIGH", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "c7d07a7ad54be8de", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 375000, "edges": { "basal_ganglia_go>basal_ganglia_go": 100000, "basal_ganglia_go>prefrontal": 150000, "basal_ganglia_nogo>amygdala": 210000, "thalamus>basal_ganglia_go": 326961 }, "leak_ppm": 800000, "lr_ppm": 150000, "m_ppm": 1000000, "mem_scale_ppm": 1500000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": { "draws": 1, "exact_match": true, "l1_ratio": 1.0, "l2_ratio": 1.0, "rule": "random permutation of REBUS magnitudes, random signs", "seed": 2002 }, "rel_at_peak_ppm": { "carry": 500000, "e:basal_ganglia_go>basal_ganglia_go": -500000, "e:basal_ganglia_go>prefrontal": 500000, "e:basal_ganglia_nogo>amygdala": 400000, "e:thalamus>basal_ganglia_go": 2000000, "leak": 600000, "lr": 500000, "mem": 500000 }, "safety_hash": "32945f3514113de7", "seed": 2 }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "RANDOM_HIGH_S3", "kind": "RANDOM", "l1_rel": 5.5, "l2_rel": 2.402082, "level": "HIGH", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "c8688d7b3e5ee5d0", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 375000, "edges": { "basal_ganglia_go>basal_ganglia_go": 80000, "basal_ganglia_go>prefrontal": 140000, "basal_ganglia_nogo>amygdala": 450000, "thalamus>basal_ganglia_go": 54494 }, "leak_ppm": 750000, "lr_ppm": 50000, "m_ppm": 1000000, "mem_scale_ppm": 500000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": { "draws": 1, "exact_match": true, "l1_ratio": 1.0, "l2_ratio": 1.0, "rule": "random permutation of REBUS magnitudes, random signs", "seed": 3002 }, "rel_at_peak_ppm": { "carry": 500000, "e:basal_ganglia_go>basal_ganglia_go": -600000, "e:basal_ganglia_go>prefrontal": 400000, "e:basal_ganglia_nogo>amygdala": 2000000, "e:thalamus>basal_ganglia_go": -500000, "leak": 500000, "lr": -500000, "mem": -500000 }, "safety_hash": "32945f3514113de7", "seed": 3 }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "RANDOM_HIGH_S4", "kind": "RANDOM", "l1_rel": 5.5, "l2_rel": 2.402082, "level": "HIGH", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "5ddd1357e382bae1", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 750000, "edges": { "basal_ganglia_go>basal_ganglia_go": 100000, "basal_ganglia_go>prefrontal": 40000, "basal_ganglia_nogo>amygdala": 75000, "thalamus>basal_ganglia_go": 163480 }, "leak_ppm": 250000, "lr_ppm": 150000, "m_ppm": 1000000, "mem_scale_ppm": 1400000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": { "draws": 2, "exact_match": true, "l1_ratio": 1.0, "l2_ratio": 1.0, "rule": "random permutation of REBUS magnitudes, random signs", "seed": 4002 }, "rel_at_peak_ppm": { "carry": 2000000, "e:basal_ganglia_go>basal_ganglia_go": -500000, "e:basal_ganglia_go>prefrontal": -600000, "e:basal_ganglia_nogo>amygdala": -500000, "e:thalamus>basal_ganglia_go": 500000, "leak": -500000, "lr": 500000, "mem": 400000 }, "safety_hash": "32945f3514113de7", "seed": 4 }, { "applied_violations": 0, "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "final_weights_hash": "255bf49dbb3dc0ca", "genome_hash": "7416a56ddc575182", "id": "RANDOM_HIGH_S5", "kind": "RANDOM", "l1_rel": 5.5, "l2_rel": 2.402082, "level": "HIGH", "mechanisms": { "M1": true, "M2": true, "M3": true }, "n_decisions": 2896, "peak_genome_hash": "c8688d7b3e5ee5d0", "peak_params": { "at_peak": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 375000, "edges": { "basal_ganglia_go>basal_ganglia_go": 280000, "basal_ganglia_go>prefrontal": 50000, "basal_ganglia_nogo>amygdala": 450000, "thalamus>basal_ganglia_go": 43595 }, "leak_ppm": 750000, "lr_ppm": 50000, "m_ppm": 1000000, "mem_scale_ppm": 1500000, "obs": 44475 }, "at_post": { "base": { "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000 }, "carry_ppm": 250000, "edges": { "basal_ganglia_go>basal_ganglia_go": 200000, "basal_ganglia_go>prefrontal": 100000, "basal_ganglia_nogo>amygdala": 150000, "thalamus>basal_ganglia_go": 108987 }, "leak_ppm": 500000, "lr_ppm": 100000, "m_ppm": 0, "mem_scale_ppm": 1000000, "obs": 62356 } }, "random_info": { "draws": 2, "exact_match": true, "l1_ratio": 1.0, "l2_ratio": 1.0, "rule": "random permutation of REBUS magnitudes, random signs", "seed": 5002 }, "rel_at_peak_ppm": { "carry": 500000, "e:basal_ganglia_go>basal_ganglia_go": 400000, "e:basal_ganglia_go>prefrontal": -500000, "e:basal_ganglia_nogo>amygdala": 2000000, "e:thalamus>basal_ganglia_go": -600000, "leak": 500000, "lr": -500000, "mem": 500000 }, "safety_hash": "32945f3514113de7", "seed": 5 } ], "dataset": { "c0_decisions": 1335, "db_bytes": 149659648, "db_sha256": "30d89c484be433f077206261b5ae383dc50beea5cb39f76ff449bc71ab16eac5", "hash_of": "snapshot file", "kind": "RECORDED", "n_obs": 24893, "note": "hash of the read-only snapshot file; the database itself is never copied into the repository", "obs_first": 37471, "obs_last": 62363, "purge_gap": null, "window": { "first": 37471, "last": 62363 } }, "determinism": { "control_equals_placebo": true, "control_equals_plain_replay": true, "control_weights_equal_plain": true, "hashes": { "control": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "placebo": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "plain_stop": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "production_unpatched": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff" }, "plain_replay_unpatched_equals_control": true, "rerun_identical": true }, "disclaimer": "REBUS Lab tests computational mechanisms INSPIRED by the REBUS model (relaxed beliefs under psychedelics) in a simulated circuit replayed offline on recorded data. It does not simulate a drug, subjective experience, hallucination or consciousness; 'intensity' is a dimensionless multiplier of registered parameter changes.", "experiment": { "code_dirty_at_run": false, "code_revision": "55e02b2b327e1e5c55cfe539428f887f726231cf", "created_utc_note": "see git log; no wall-clock value is part of the result", "dataset_kind": "RECORDED", "flag": "DEGEN_REBUS_LAB", "id": "REBUS-001", "labels": { "decisions": "REAL_SHADOW_DECISION (recorded replay)", "outcomes_counterfactual": "COUNTERFACTUAL_RESEARCH", "outcomes_realized": "REALIZED_SHADOW", "shadow_weights": "COUNTERFACTUAL_RESEARCH" }, "preregistration": "docs/REBUS-PREREGISTRATION.md", "protocol_sha256": "2f1b330b6c6d7fd449e9e47079884459ed9185236db30c685322b9e8f5eefcad", "status": "COMPLETED", "title": "AlphaMorph // REBUS Experiment 001", "version": 1, "window_role": "HELD_OUT" }, "limitations": [ "One recorded stream and one candidate circuit (c0); results do not generalise beyond them.", "c0 enters very rarely: internal dynamics and decision divergence are the primary outcomes; performance is descriptive and usually INSUFFICIENT_EVIDENCE.", "Seeds only randomise the RANDOM comparator (5 seeds): the REBUS-vs-RANDOM comparison is coarse. The REBUS condition itself is deterministic.", "Shadow-weights (counterfactual learning) are a research construct that never feeds back into the decision actually taken; their effect is shown only through 'shadow decisions'.", "Counterfactual outcomes come from fixed-notional paper positions opened at abstentions (selection-biased); they are not trade records.", "Decisions of different conditions are matched on (token, decision obs, apply obs, sensory flag); decisions that exist in one condition only are reported as unmatched, not imputed.", "Tokens are the bootstrap cluster; decisions of one token are not independent. Observations of the same stream are not independent of the market regime.", "Fixed hand-chosen registered maxima and intensity levels; no claim that any level is 'optimal'." ], "metrics": { "dose_response": { "HIGH": { "random_peak_divergence_mean": 0.0, "rebus_peak_divergence": 0.0 }, "LOW": { "random_peak_divergence_mean": 0.0, "rebus_peak_divergence": 0.0 }, "MEDIUM": { "random_peak_divergence_mean": 0.0, "rebus_peak_divergence": 0.0 } }, "per_condition": { "CONTROL": { "kind": "CONTROL", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "activation_entropy_bits": 5.086236, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 50, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "activation_entropy_bits": 4.776707, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 54, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "activation_entropy_bits": 4.690564, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 41, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "shadow_weights": null }, "PLACEBO": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "PLACEBO", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 5.086236, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 50, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.776707, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 54, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.690564, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 41, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.0, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 0 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 1.0, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 0, "PEAK": 0, "POST": 0, "RECOVERY": 0 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 1.0, "path_length_ppm": 2945195, "real_weight_distance_to_control_ppm_end": 0 } }, "RANDOM_HIGH_S1": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "RANDOM", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 4.942926, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 47, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 15026.769331, "mean_abs_dgo_vs_control_ppm": 6785.385965, "mean_abs_dnogo_vs_control_ppm": 10025.02924, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 16, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.82637, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 53, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 26209.94942, "mean_abs_dgo_vs_control_ppm": 9986.399254, "mean_abs_dnogo_vs_control_ppm": 14242.977612, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 20, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.002415, "mean_abs_dgo_vs_control_ppm": 0.005929, "mean_abs_dnogo_vs_control_ppm": 0.013834, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.437009, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 34, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 13819.440285, "mean_abs_dgo_vs_control_ppm": 5578.524064, "mean_abs_dnogo_vs_control_ppm": 10282.15508, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 7, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.002415, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 166020 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.939409, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 66451, "PEAK": 175228, "POST": 32981, "RECOVERY": 166020 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 0.69223, "path_length_ppm": 2588285, "real_weight_distance_to_control_ppm_end": 0 } }, "RANDOM_HIGH_S2": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "RANDOM", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 5.302275, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 59, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 17821.591293, "mean_abs_dgo_vs_control_ppm": 11998.824561, "mean_abs_dnogo_vs_control_ppm": 23981.421053, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 35, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.972705, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 58, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 31824.584577, "mean_abs_dgo_vs_control_ppm": 17733.473881, "mean_abs_dnogo_vs_control_ppm": 39116.985075, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 46, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.004611, "mean_abs_dgo_vs_control_ppm": 0.019763, "mean_abs_dnogo_vs_control_ppm": 0.017787, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.910893, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 48, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 16272.376708, "mean_abs_dgo_vs_control_ppm": 10916.203209, "mean_abs_dnogo_vs_control_ppm": 18785.973262, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 27, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.004611, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 425375 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.978755, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 232423, "PEAK": 590729, "POST": 78235, "RECOVERY": 425375 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 1.788565, "path_length_ppm": 3686312, "real_weight_distance_to_control_ppm_end": 0 } }, "RANDOM_HIGH_S3": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "RANDOM", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 5.12653, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 54, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 20732.784276, "mean_abs_dgo_vs_control_ppm": 17334.321637, "mean_abs_dnogo_vs_control_ppm": 13985.812865, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 26, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.648053, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 35687.21476, "mean_abs_dgo_vs_control_ppm": 26440.347015, "mean_abs_dnogo_vs_control_ppm": 22144.914179, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 33, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.002415, "mean_abs_dgo_vs_control_ppm": 0.007905, "mean_abs_dnogo_vs_control_ppm": 0.011858, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.657971, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 43, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 18431.284611, "mean_abs_dgo_vs_control_ppm": 13084.930481, "mean_abs_dnogo_vs_control_ppm": 10314.294118, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 15, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.002415, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 144605 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.923699, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 37366, "PEAK": 154243, "POST": 28731, "RECOVERY": 144605 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 0.830493, "path_length_ppm": 2609340, "real_weight_distance_to_control_ppm_end": 0 } }, "RANDOM_HIGH_S4": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "RANDOM", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 5.280826, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 57, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 13056.847303, "mean_abs_dgo_vs_control_ppm": 4823.081871, "mean_abs_dnogo_vs_control_ppm": 6808.473684, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 29, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.828392, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 53, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 23173.279436, "mean_abs_dgo_vs_control_ppm": 4111.298507, "mean_abs_dnogo_vs_control_ppm": 9846.186567, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 34, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.001098, "mean_abs_dgo_vs_control_ppm": 0.005929, "mean_abs_dnogo_vs_control_ppm": 0.003953, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.977122, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 50, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 11929.64587, "mean_abs_dgo_vs_control_ppm": 3774.28877, "mean_abs_dnogo_vs_control_ppm": 5407.144385, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 25, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.001098, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 151520 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.956243, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 57007, "PEAK": 210735, "POST": 27157, "RECOVERY": 151520 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 1.28089, "path_length_ppm": 3399951, "real_weight_distance_to_control_ppm_end": 0 } }, "RANDOM_HIGH_S5": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "RANDOM", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 5.315365, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 57, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 21710.722547, "mean_abs_dgo_vs_control_ppm": 21508.152047, "mean_abs_dnogo_vs_control_ppm": 13974.888889, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 35, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 5.062757, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 58, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 37021.012438, "mean_abs_dgo_vs_control_ppm": 32983.093284, "mean_abs_dnogo_vs_control_ppm": 21088.544776, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 41, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.002415, "mean_abs_dgo_vs_control_ppm": 0.007905, "mean_abs_dnogo_vs_control_ppm": 0.011858, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.877632, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 48, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 19363.519905, "mean_abs_dgo_vs_control_ppm": 16403.278075, "mean_abs_dnogo_vs_control_ppm": 12020.149733, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 28, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.002415, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 97132 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.975933, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 26629, "PEAK": 101702, "POST": 19305, "RECOVERY": 97132 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 0.885412, "path_length_ppm": 2732273, "real_weight_distance_to_control_ppm_end": 0 } }, "RANDOM_LOW_S1": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "RANDOM", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 4.898643, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 47, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 3529.463288, "mean_abs_dgo_vs_control_ppm": 1321.374269, "mean_abs_dnogo_vs_control_ppm": 3382.064327, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 8, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.511528, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 43, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 6158.992952, "mean_abs_dgo_vs_control_ppm": 1932.063433, "mean_abs_dnogo_vs_control_ppm": 4447.268657, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 5, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.000439, "mean_abs_dgo_vs_control_ppm": 0.001976, "mean_abs_dnogo_vs_control_ppm": 0.001976, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.536783, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 38, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 3174.955437, "mean_abs_dgo_vs_control_ppm": 1030.871658, "mean_abs_dnogo_vs_control_ppm": 2526.780749, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 4, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.000439, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 46371 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.99504, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 17615, "PEAK": 52402, "POST": 9214, "RECOVERY": 46371 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 1.000843, "path_length_ppm": 2859222, "real_weight_distance_to_control_ppm_end": 0 } }, "RANDOM_LOW_S2": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "RANDOM", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 5.120944, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 53, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 14937.930474, "mean_abs_dgo_vs_control_ppm": 6877.812865, "mean_abs_dnogo_vs_control_ppm": 7183.380117, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 30, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.892633, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 56, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 27284.567164, "mean_abs_dgo_vs_control_ppm": 10258.085821, "mean_abs_dnogo_vs_control_ppm": 9514.126866, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 38, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.875399, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 45, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 13799.767677, "mean_abs_dgo_vs_control_ppm": 5412.935829, "mean_abs_dnogo_vs_control_ppm": 5407.427807, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 23, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.0, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 40735 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.993638, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 9013, "PEAK": 43465, "POST": 8097, "RECOVERY": 40735 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 1.012003, "path_length_ppm": 2953300, "real_weight_distance_to_control_ppm_end": 0 } }, "RANDOM_LOW_S3": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "RANDOM", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 5.23387, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 55, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 4560.557505, "mean_abs_dgo_vs_control_ppm": 7265.350877, "mean_abs_dnogo_vs_control_ppm": 2746.444444, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 11, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 5.337894, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 68, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 8051.074212, "mean_abs_dgo_vs_control_ppm": 10483.623134, "mean_abs_dnogo_vs_control_ppm": 4325.201493, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 31, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.947805, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 45, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 4142.163399, "mean_abs_dgo_vs_control_ppm": 5646.005348, "mean_abs_dnogo_vs_control_ppm": 2552.149733, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 10, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.0, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 21928 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.999136, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 8742, "PEAK": 21814, "POST": 4356, "RECOVERY": 21928 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 0.95935, "path_length_ppm": 2889227, "real_weight_distance_to_control_ppm_end": 0 } }, "RANDOM_LOW_S4": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "RANDOM", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 5.120927, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 51, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 3742.632878, "mean_abs_dgo_vs_control_ppm": 4088.175439, "mean_abs_dnogo_vs_control_ppm": 2380.046784, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 6, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 5.304323, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 65, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 6574.850332, "mean_abs_dgo_vs_control_ppm": 5951.481343, "mean_abs_dnogo_vs_control_ppm": 3802.563433, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 23, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.913131, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 46, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 3387.846108, "mean_abs_dgo_vs_control_ppm": 3101.374332, "mean_abs_dnogo_vs_control_ppm": 2231.481283, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 10, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.0, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 17585 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.9991, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 5451, "PEAK": 18975, "POST": 3496, "RECOVERY": 17585 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 0.990243, "path_length_ppm": 2904368, "real_weight_distance_to_control_ppm_end": 0 } }, "RANDOM_LOW_S5": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "RANDOM", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 4.89854, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 46, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 4530.482131, "mean_abs_dgo_vs_control_ppm": 4558.976608, "mean_abs_dnogo_vs_control_ppm": 2016.847953, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 9, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.490174, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 42, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 7943.80597, "mean_abs_dgo_vs_control_ppm": 6369.865672, "mean_abs_dnogo_vs_control_ppm": 2881.30597, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 5, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.00022, "mean_abs_dgo_vs_control_ppm": 0.001976, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.515972, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 37, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 4078.120618, "mean_abs_dgo_vs_control_ppm": 3516.625668, "mean_abs_dnogo_vs_control_ppm": 1636.475936, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 4, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.00022, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 38792 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.995192, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 12599, "PEAK": 43738, "POST": 7716, "RECOVERY": 38792 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 0.974021, "path_length_ppm": 2849317, "real_weight_distance_to_control_ppm_end": 0 } }, "RANDOM_MEDIUM_S1": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "RANDOM", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 4.89177, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 45, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 11301.662118, "mean_abs_dgo_vs_control_ppm": 2866.321637, "mean_abs_dnogo_vs_control_ppm": 14860.666667, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 12, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.686836, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 18738.962687, "mean_abs_dgo_vs_control_ppm": 3412.623134, "mean_abs_dnogo_vs_control_ppm": 19820.36194, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 7, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.002196, "mean_abs_dgo_vs_control_ppm": 0.003953, "mean_abs_dnogo_vs_control_ppm": 0.013834, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.412192, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 34, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 10097.023767, "mean_abs_dgo_vs_control_ppm": 2140.614973, "mean_abs_dnogo_vs_control_ppm": 12833.593583, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 6, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.002196, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 183632 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.981953, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 86224, "PEAK": 214928, "POST": 36477, "RECOVERY": 183632 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 0.659581, "path_length_ppm": 2669123, "real_weight_distance_to_control_ppm_end": 0 } }, "RANDOM_MEDIUM_S2": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "RANDOM", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 5.483855, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 59, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 9608.88499, "mean_abs_dgo_vs_control_ppm": 3611.824561, "mean_abs_dnogo_vs_control_ppm": 11718.859649, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 25, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.872072, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 53, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 16321.516998, "mean_abs_dgo_vs_control_ppm": 5112.55597, "mean_abs_dnogo_vs_control_ppm": 13916.690299, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 33, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.001318, "mean_abs_dgo_vs_control_ppm": 0.003953, "mean_abs_dnogo_vs_control_ppm": 0.007905, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 5.070794, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 51, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 8553.346999, "mean_abs_dgo_vs_control_ppm": 2596.684492, "mean_abs_dnogo_vs_control_ppm": 9065.71123, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 24, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.001318, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 111023 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.970822, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 52275, "PEAK": 124161, "POST": 22061, "RECOVERY": 111023 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 0.958298, "path_length_ppm": 3117724, "real_weight_distance_to_control_ppm_end": 0 } }, "RANDOM_MEDIUM_S3": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "RANDOM", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 5.509758, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 61, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 8782.814815, "mean_abs_dgo_vs_control_ppm": 7422.146199, "mean_abs_dnogo_vs_control_ppm": 7934.935673, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 26, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.903754, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 55, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 15268.37272, "mean_abs_dgo_vs_control_ppm": 7603.149254, "mean_abs_dnogo_vs_control_ppm": 12165.391791, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 35, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.001976, "mean_abs_dgo_vs_control_ppm": 0.009881, "mean_abs_dnogo_vs_control_ppm": 0.007905, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 5.098234, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 52, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 8022.414736, "mean_abs_dgo_vs_control_ppm": 5838.561497, "mean_abs_dnogo_vs_control_ppm": 6823.363636, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 23, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.001976, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 118281 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.993249, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 73300, "PEAK": 143177, "POST": 23497, "RECOVERY": 118281 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 1.212215, "path_length_ppm": 2969840, "real_weight_distance_to_control_ppm_end": 0 } }, "RANDOM_MEDIUM_S4": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "RANDOM", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 4.843812, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 8436.235218, "mean_abs_dgo_vs_control_ppm": 17455.578947, "mean_abs_dnogo_vs_control_ppm": 4626.853801, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 10, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.600359, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 14083.378939, "mean_abs_dgo_vs_control_ppm": 21948.902985, "mean_abs_dnogo_vs_control_ppm": 6883.742537, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 9, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.001318, "mean_abs_dgo_vs_control_ppm": 0.009881, "mean_abs_dnogo_vs_control_ppm": 0.001976, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.456715, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 35, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 7526.323827, "mean_abs_dgo_vs_control_ppm": 12961.513369, "mean_abs_dnogo_vs_control_ppm": 4809.721925, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 6, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.001318, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 93576 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.981468, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 34101, "PEAK": 103345, "POST": 18600, "RECOVERY": 93576 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 1.002996, "path_length_ppm": 2816221, "real_weight_distance_to_control_ppm_end": 0 } }, "RANDOM_MEDIUM_S5": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "RANDOM", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 4.892276, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 45, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 11700.985705, "mean_abs_dgo_vs_control_ppm": 8981.175439, "mean_abs_dnogo_vs_control_ppm": 13205.836257, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 12, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.720933, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 47, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 19458.14262, "mean_abs_dgo_vs_control_ppm": 12632.059701, "mean_abs_dnogo_vs_control_ppm": 18218.977612, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 11, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.000878, "mean_abs_dgo_vs_control_ppm": 0.001976, "mean_abs_dnogo_vs_control_ppm": 0.005929, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.41459, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 34, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 10438.163993, "mean_abs_dgo_vs_control_ppm": 7016.058824, "mean_abs_dnogo_vs_control_ppm": 11684.320856, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 6, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.000878, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 103059 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.98123, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 40895, "PEAK": 119657, "POST": 20472, "RECOVERY": 103059 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 0.808948, "path_length_ppm": 2731244, "real_weight_distance_to_control_ppm_end": 0 } }, "REBUS_HIGH": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "REBUS", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 4.970993, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 50, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 16939.479532, "mean_abs_dgo_vs_control_ppm": 10553.94152, "mean_abs_dnogo_vs_control_ppm": 11878.94152, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 19, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.517629, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 29934.390547, "mean_abs_dgo_vs_control_ppm": 13466.376866, "mean_abs_dnogo_vs_control_ppm": 16912.985075, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 33, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.000878, "mean_abs_dgo_vs_control_ppm": 0.005929, "mean_abs_dnogo_vs_control_ppm": 0.001976, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.711929, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 42, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 15267.919192, "mean_abs_dgo_vs_control_ppm": 8028.15508, "mean_abs_dnogo_vs_control_ppm": 8456.502674, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 15, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.000878, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 148546 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.983438, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 96968, "PEAK": 202116, "POST": 26384, "RECOVERY": 148546 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 1.275376, "path_length_ppm": 3671447, "real_weight_distance_to_control_ppm_end": 0 } }, "REBUS_HIGH_M1": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "REBUS", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 4.966686, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 48, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 14288.139051, "mean_abs_dgo_vs_control_ppm": 3664.994152, "mean_abs_dnogo_vs_control_ppm": 6547.052632, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 17, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.496905, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 43, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 26374.939055, "mean_abs_dgo_vs_control_ppm": 6221.83209, "mean_abs_dnogo_vs_control_ppm": 8010.011194, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 32, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.74684, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 45, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 13213.672608, "mean_abs_dgo_vs_control_ppm": 3018.663102, "mean_abs_dnogo_vs_control_ppm": 4269.347594, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 16, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.0, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 57582 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.979826, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 15698, "PEAK": 68232, "POST": 11448, "RECOVERY": 57582 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 0.943881, "path_length_ppm": 2824425, "real_weight_distance_to_control_ppm_end": 0 } }, "REBUS_HIGH_M2": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "REBUS", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 5.121079, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 51, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 2708.700455, "mean_abs_dgo_vs_control_ppm": 6878.087719, "mean_abs_dnogo_vs_control_ppm": 5356.730994, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 2, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.737098, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 53, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 3670.291459, "mean_abs_dgo_vs_control_ppm": 7345.537313, "mean_abs_dnogo_vs_control_ppm": 8986.899254, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 2, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.000878, "mean_abs_dgo_vs_control_ppm": 0.005929, "mean_abs_dnogo_vs_control_ppm": 0.001976, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.693402, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 41, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 2099.966726, "mean_abs_dgo_vs_control_ppm": 5014.593583, "mean_abs_dnogo_vs_control_ppm": 4208.796791, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 1, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.000878, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 60730 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.999518, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 36719, "PEAK": 77031, "POST": 11299, "RECOVERY": 60730 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 1.112582, "path_length_ppm": 2979841, "real_weight_distance_to_control_ppm_end": 0 } }, "REBUS_HIGH_M3": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "REBUS", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 5.086236, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 50, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.776707, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 54, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.690564, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 41, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.0, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 201748 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.882097, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 72583, "PEAK": 264901, "POST": 36951, "RECOVERY": 201748 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 1.374003, "path_length_ppm": 4010071, "real_weight_distance_to_control_ppm_end": 0 } }, "REBUS_LOW": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "REBUS", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 4.89493, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 46, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 4194.316439, "mean_abs_dgo_vs_control_ppm": 3007.023392, "mean_abs_dnogo_vs_control_ppm": 2363.25731, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 9, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.494164, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 42, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 7450.618574, "mean_abs_dgo_vs_control_ppm": 4094.466418, "mean_abs_dnogo_vs_control_ppm": 3396.895522, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 5, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.00022, "mean_abs_dgo_vs_control_ppm": 0.001976, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.531272, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 38, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 3802.885324, "mean_abs_dgo_vs_control_ppm": 2281.326203, "mean_abs_dnogo_vs_control_ppm": 1803.475936, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 5, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.00022, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 61244 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.992224, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 22543, "PEAK": 82496, "POST": 9198, "RECOVERY": 61244 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 1.113535, "path_length_ppm": 3187275, "real_weight_distance_to_control_ppm_end": 0 } }, "REBUS_MEDIUM": { "changes_vs_control_PEAK": { "control_cf_outcomes_of_new_entries": { "label": "COUNTERFACTUAL_RESEARCH", "mean_ret_ppm": null, "n": 0 }, "dropped_entries_vs_control": 0, "new_entries_vs_control": 0 }, "kind": "REBUS", "layer_errors": 0, "learn_events": { "COUNTERFACTUAL_RESEARCH": 502, "REALIZED_SHADOW": 2, "REAL_WEIGHT_UPDATE": 2 }, "n_decisions_total": 2896, "outcomes": { "BASELINE": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1552489, "mean_ret_ppm": -36932, "missed_gain_ppm_sum": 444553, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 }, "ONSET": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1628730, "mean_ret_ppm": -48945, "missed_gain_ppm_sum": 160395, "n": 30, "n_tokens": 30, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -810, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 810 }, "PEAK": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 2155469, "mean_ret_ppm": -49506, "missed_gain_ppm_sum": 224752, "n": 39, "n_tokens": 39, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -205, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 205 }, "POST": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 4407961, "mean_ret_ppm": -45843, "missed_gain_ppm_sum": 740592, "n": 80, "n_tokens": 80, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": -3447, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 3447 }, "RECOVERY": { "COUNTERFACTUAL_RESEARCH": { "avoided_loss_ppm_sum": 1879225, "mean_ret_ppm": -58726, "missed_gain_ppm_sum": 0, "n": 32, "n_tokens": 32, "note": "abstention paper positions at fixed small notional (selection-biased); not a trade record" }, "REALIZED_SHADOW": { "cost_micro": 0, "mean_return_ppm": null, "n": 0, "n_tokens": 0, "net_pnl_after_inference_cost_micro": 0, "net_pnl_micro": 0, "note": "paper-book pnl net of modelled fee+gas (both sides)" }, "inference_cost_micro": 0 } }, "per_window": { "BASELINE": { "abstain": 203, "action_divergence_vs_control": { "changed": 0, "matched": 203, "rate": 0.0 }, "activation_entropy_bits": 4.894525, "consistency": 0.990741, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 203, "n_clusters": 36, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.0, "mean_abs_dgo_vs_control_ppm": 0.0, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 343151.295567, "mean_iters": 4.0, "mem_active_frac": 0.862069, "n_decisions": 203, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 108, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 15 }, "veto_rate": 0.073892 }, "ONSET": { "abstain": 171, "action_divergence_vs_control": { "changed": 0, "matched": 171, "rate": 0.0 }, "activation_entropy_bits": 4.791857, "consistency": 0.987013, "convergence_rate": 0.0, "distinct_states": 44, "divergence_vs_control": { "changed": 0, "ci95": null, "matched": 171, "n_clusters": 34, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 8413.320338, "mean_abs_dgo_vs_control_ppm": 5757.877193, "mean_abs_dnogo_vs_control_ppm": 5108.736842, "mean_attention_ppm": 404872.953216, "mean_iters": 4.0, "mem_active_frac": 0.766082, "n_decisions": 171, "novel_states_vs_control": 10, "risk_gate_rejections": 0, "rows_in_groups": 77, "veto": { "acc_conflict": 0, "risk_veto": 3, "threat_veto": 27 }, "veto_rate": 0.175439 }, "PEAK": { "abstain": 268, "action_divergence_vs_control": { "changed": 0, "matched": 268, "rate": 0.0 }, "activation_entropy_bits": 4.623031, "consistency": 0.977143, "convergence_rate": 0.0, "distinct_states": 48, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 268, "n_clusters": 48, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 14902.010365, "mean_abs_dgo_vs_control_ppm": 7673.048507, "mean_abs_dnogo_vs_control_ppm": 7164.544776, "mean_attention_ppm": 328124.126866, "mean_iters": 4.0, "mem_active_frac": 0.899254, "n_decisions": 268, "novel_states_vs_control": 12, "risk_gate_rejections": 0, "rows_in_groups": 175, "veto": { "acc_conflict": 0, "risk_veto": 1, "threat_veto": 16 }, "veto_rate": 0.063433 }, "POST": { "abstain": 506, "action_divergence_vs_control": { "changed": 0, "matched": 506, "rate": 0.0 }, "activation_entropy_bits": 5.111834, "consistency": 0.991914, "convergence_rate": 0.0, "distinct_states": 77, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 0.00022, "mean_abs_dgo_vs_control_ppm": 0.001976, "mean_abs_dnogo_vs_control_ppm": 0.0, "mean_attention_ppm": 377501.719368, "mean_iters": 4.0, "mem_active_frac": 0.774704, "n_decisions": 506, "novel_states_vs_control": 0, "risk_gate_rejections": 0, "rows_in_groups": 371, "veto": { "acc_conflict": 0, "risk_veto": 15, "threat_veto": 83 }, "veto_rate": 0.193676 }, "RECOVERY": { "abstain": 187, "action_divergence_vs_control": { "changed": 0, "matched": 187, "rate": 0.0 }, "activation_entropy_bits": 4.524942, "consistency": 0.990909, "convergence_rate": 0.0, "distinct_states": 36, "divergence_vs_control": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "enter": 0, "entry_rate": 0.0, "mean_abs_dact_vs_control_ppm": 7606.795009, "mean_abs_dgo_vs_control_ppm": 4372.465241, "mean_abs_dnogo_vs_control_ppm": 3738.951872, "mean_attention_ppm": 386412.294118, "mean_iters": 4.0, "mem_active_frac": 0.743316, "n_decisions": 187, "novel_states_vs_control": 6, "risk_gate_rejections": 0, "rows_in_groups": 110, "veto": { "acc_conflict": 0, "risk_veto": 0, "threat_veto": 39 }, "veto_rate": 0.208556 } }, "persistence": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.00022, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 97330 }, "shadow_weights": { "control_learn_events_onset_to_recovery": 101, "control_path_length_ppm": 2945195, "cosine_with_control_delta": 0.985095, "distance_to_control_ppm_by_window": { "BASELINE": 0, "ONSET": 46348, "PEAK": 147458, "POST": 16303, "RECOVERY": 97330 }, "learn_events_onset_to_recovery": 101, "norm_ratio_vs_control": 1.180432, "path_length_ppm": 3377895, "real_weight_distance_to_control_ppm_end": 0 } } }, "performance": { "decision": "INSUFFICIENT_EVIDENCE", "per_condition": { "CONTROL": { "cf_closes_total": 502, "realized_closes_total": 2, "realized_tokens": 2 }, "REBUS_HIGH": { "cf_closes_total": 502, "realized_closes_total": 2, "realized_tokens": 2 } }, "reason": "needs >= 15 realized closes on >= 8 tokens in both arms; descriptive numbers are in metrics.per_condition.*.outcomes" }, "persistence_summary": { "PLACEBO": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.0, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 0 }, "RANDOM_HIGH_S1": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.002415, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 166020 }, "RANDOM_HIGH_S2": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.004611, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 425375 }, "RANDOM_HIGH_S3": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.002415, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 144605 }, "RANDOM_HIGH_S4": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.001098, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 151520 }, "RANDOM_HIGH_S5": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.002415, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 97132 }, "RANDOM_LOW_S1": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.000439, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 46371 }, "RANDOM_LOW_S2": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.0, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 40735 }, "RANDOM_LOW_S3": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.0, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 21928 }, "RANDOM_LOW_S4": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.0, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 17585 }, "RANDOM_LOW_S5": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.00022, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 38792 }, "RANDOM_MEDIUM_S1": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.002196, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 183632 }, "RANDOM_MEDIUM_S2": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.001318, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 111023 }, "RANDOM_MEDIUM_S3": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.001976, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 118281 }, "RANDOM_MEDIUM_S4": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.001318, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 93576 }, "RANDOM_MEDIUM_S5": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.000878, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 103059 }, "REBUS_HIGH": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.000878, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 148546 }, "REBUS_HIGH_M1": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.0, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 57582 }, "REBUS_HIGH_M2": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.000878, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 60730 }, "REBUS_HIGH_M3": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.0, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 201748 }, "REBUS_LOW": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.00022, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 61244 }, "REBUS_MEDIUM": { "post_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 506, "n_clusters": 88, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "post_shadow_decision_divergence": { "changed": 0, "matched": 506, "rate": 0.0 }, "post_state_distance_ppm": 0.00022, "recovery_decision_divergence": { "changed": 0, "ci95": [ 0.0, 0.0 ], "matched": 187, "n_clusters": 38, "rate": 0.0, "reasons": {}, "unmatched_only_control": 0, "unmatched_only_here": 0 }, "weight_distance_real_ppm_at_post_start": 0, "weight_distance_shadow_ppm_at_post_start": 97330 } }, "windows": [ "BASELINE", "ONSET", "PEAK", "RECOVERY", "POST" ] }, "safety": { "db_opened_read_only": true, "genome_restored_all": true, "params_after_recovery_equal_original": true, "params_at_peak_equal_registered_maxima": true, "polarity_violations_total": 0, "production_module_hashes_before_after_equal": true, "restore_violations_total": 0, "safety_hash_equal_all_conditions": true, "safety_subset": [ "CORE_EDGES", "amygdala>GO", "acc>NOGO", "acc>GO", "cerebellum>GO", "dopamine>acc", "veto_ppm", "acc_abstain_ppm", "enter_ppm", "go_margin_ppm", "go_floor_ppm", "nogo_bias_ppm", "alloc", "top_k", "iters", "sens_*", "mem_k", "mem_base_w_ppm", "edge sign/decay (all)" ], "safety_violations_total": 0, "veto_preserved": { "PLACEBO": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "RANDOM_HIGH_S1": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "RANDOM_HIGH_S2": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "RANDOM_HIGH_S3": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "RANDOM_HIGH_S4": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "RANDOM_HIGH_S5": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "RANDOM_LOW_S1": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "RANDOM_LOW_S2": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "RANDOM_LOW_S3": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "RANDOM_LOW_S4": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "RANDOM_LOW_S5": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "RANDOM_MEDIUM_S1": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "RANDOM_MEDIUM_S2": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "RANDOM_MEDIUM_S3": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "RANDOM_MEDIUM_S4": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "RANDOM_MEDIUM_S5": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "REBUS_HIGH": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "REBUS_HIGH_M1": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "REBUS_HIGH_M2": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "REBUS_HIGH_M3": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "REBUS_LOW": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 }, "REBUS_MEDIUM": { "acc_conflict_preserved": 2, "control_acc_conflicts_matched": 2, "control_threat_or_risk_vetoes_matched": 396, "preserved": 396 } } }, "schedule": { "first": 37471, "last": 62363, "levels": { "HIGH": 1000000, "LOW": 250000, "MEDIUM": 500000 }, "maxima": { "carry": -600000, "e:basal_ganglia_go>basal_ganglia_go": -500000, "e:basal_ganglia_go>prefrontal": -500000, "e:basal_ganglia_nogo>amygdala": -500000, "e:thalamus>basal_ganglia_go": 500000, "leak": -400000, "lr": 2000000, "mem": -500000 }, "mechanism_params": { "M1": [ "mem" ], "M2": [ "e:basal_ganglia_go>basal_ganglia_go", "e:basal_ganglia_go>prefrontal", "e:basal_ganglia_nogo>amygdala", "e:thalamus>basal_ganglia_go", "carry", "leak" ], "M3": [ "lr" ] }, "phases": [ { "first_obs": 37471, "last_obs": 41470, "n_obs": 4000, "name": "BASELINE" }, { "first_obs": 41471, "last_obs": 44470, "n_obs": 3000, "name": "ONSET" }, { "first_obs": 44471, "last_obs": 49470, "n_obs": 5000, "name": "PEAK" }, { "first_obs": 49471, "last_obs": 52470, "n_obs": 3000, "name": "RECOVERY" }, { "first_obs": 52471, "last_obs": 62363, "n_obs": 9893, "name": "POST" } ], "ramp": "linear", "unit": "observation_id" }, "schema": "rebus-results/1", "series_digest": { "n_rows": 1335, "per_condition": { "CONTROL": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "PLACEBO": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "RANDOM_HIGH_S1": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "RANDOM_HIGH_S2": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "RANDOM_HIGH_S3": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "RANDOM_HIGH_S4": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "RANDOM_HIGH_S5": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "RANDOM_LOW_S1": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "RANDOM_LOW_S2": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "RANDOM_LOW_S3": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "RANDOM_LOW_S4": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "RANDOM_LOW_S5": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "RANDOM_MEDIUM_S1": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "RANDOM_MEDIUM_S2": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "RANDOM_MEDIUM_S3": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "RANDOM_MEDIUM_S4": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "RANDOM_MEDIUM_S5": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "REBUS_HIGH": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "REBUS_HIGH_M1": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "REBUS_HIGH_M2": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "REBUS_HIGH_M3": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "REBUS_LOW": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 }, "REBUS_MEDIUM": { "decision_hash": "49f8ccf45229454824505ecd94fc84e2d05667addfe247c931824953bf0587ff", "rows": 2896 } }, "telemetry_file": "rebus-001.telemetry.json.gz", "telemetry_sha256": "d7a07ba5157716c463d9134bded291a28fadde402ca47c5f18551e417358d0da" }, "tests": { "bootstrap": { "cluster": "token", "resamples": 4000, "seed": 20260513 }, "multiple_comparison_note": "Holm correction over the registered primary family ['H1', 'H2', 'H3b', 'H4', 'H5', 'H6'] (m = number of tests that could be formed). LOW/MEDIUM levels, ablations beyond H1-H3b, dose-response, per-window metrics and per-condition CIs are descriptive/secondary and NOT corrected: do not read their intervals as confirmatory.", "primary": [ { "ci95": [ 6006.054795, 7814.716814 ], "decision": "SUPPORTED", "estimate": 6908.842324, "holm_m": 6, "id": "H1", "margin": 0.0, "mean_abs_dgo_memory_inactive_ppm": 89.62963, "mean_dgo_negative_polarity_ppm": 6908.842324, "n": 241, "n_clusters": 41, "n_memory_inactive": 27, "negative_polarity_rows": 241, "p_holm": 0.0015, "p_raw": 0.00024993751562109475, "polarity_violations": 0, "unit": "ppm mean |dGO| on memory-active decisions" }, { "ci95": [ -0.095232, 0.017675 ], "convergence_rate_control": 0.0, "convergence_rate_m2": 0.0, "decision": "NO_MEANINGFUL_DIFFERENCE", "entropy_control_bits": 4.776707, "entropy_m2_bits": 4.737098, "estimate": -0.03961, "holm_m": 6, "id": "H2", "margin": 0.1, "n": 268, "n_clusters": 48, "p_holm": 1.0, "p_raw": 1.0, "unit": "bits (M2 minus CONTROL, matched PEAK decisions)" }, { "cosine_with_control_delta": 0.882097, "criterion": "ratio>=1.5 and cosine>=0.9 and events>=30", "decision": "NOT_SUPPORTED", "id": "H3", "learn_events": 101, "path_length_ratio": 1.361564, "real_weight_updates": 2 }, { "ci95": [ 0.0, 0.0 ], "decision": "NO_MEANINGFUL_DIFFERENCE", "estimate": 0.0, "holm_m": 6, "id": "H3b", "margin": 0.02, "n": 506, "n_clusters": 88, "p_holm": 1.0, "p_raw": 1.0, "unit": "shadow-decision divergence rate in POST (COUNTERFACTUAL_RESEARCH)" }, { "ci95": [ 0.0, 0.0 ], "decision": "NO_MEANINGFUL_DIFFERENCE", "effect_size_cohens_h_vs_placebo": 0.0, "estimate": 0.0, "holm_m": 6, "id": "H4", "margin": 0.02, "n": 268, "n_clusters": 48, "p_holm": 1.0, "p_raw": 1.0, "placebo_divergence_zero": true }, { "ci95": [ 0.0, 0.0 ], "decision": "NO_MEANINGFUL_DIFFERENCE", "estimate": 0.0, "holm_m": 6, "id": "H5", "margin": 0.02, "n": 268, "n_clusters": 48, "n_seeds": 5, "note": "5 seeds: the RANDOM mean is a coarse comparator; the CI is over tokens, not over seeds", "p_holm": 1.0, "p_raw": 1.0, "random_rate_by_seed": [ 0.0, 0.0, 0.0, 0.0, 0.0 ], "random_rate_mean": 0.0, "rebus_rate": 0.0 }, { "ci95": [ 0.0, 0.0 ], "decision": "NO_MEANINGFUL_DIFFERENCE", "effect_size_cohens_h_vs_placebo": 0.0, "estimate": 0.0, "holm_m": 6, "id": "H6", "margin": 0.02, "n": 506, "n_clusters": 88, "p_holm": 1.0, "p_raw": 1.0 } ], "thresholds": { "alpha": 0.05, "bootstrap_B": 4000, "bootstrap_seed": 20260513, "cosine_min": 0.9, "divergence_margin": 0.02, "entropy_margin_bits": 0.1, "min_cf_closes": 30, "min_clusters": 20, "min_learn_events": 30, "min_matched_decisions": 100, "min_memory_active": 30, "min_realized_closes": 15, "min_realized_tokens": 8 } }, "topology": { "edges": [ { "decay_ppm": 100000, "dst": "basal_ganglia_go", "id": "acc>basal_ganglia_go", "klass": "SAFETY", "perturbable": false, "sign": -1, "src": "acc", "w_ppm": 300000 }, { "decay_ppm": 100000, "dst": "basal_ganglia_nogo", "id": "acc>basal_ganglia_nogo", "klass": "SAFETY", "perturbable": false, "sign": 1, "src": "acc", "w_ppm": 400000 }, { "decay_ppm": 100000, "dst": "basal_ganglia_go", "id": "amygdala>basal_ganglia_go", "klass": "SAFETY", "perturbable": false, "sign": -1, "src": "amygdala", "w_ppm": 300000 }, { "decay_ppm": 100000, "dst": "basal_ganglia_nogo", "id": "amygdala>basal_ganglia_nogo", "klass": "CORE", "perturbable": false, "sign": 1, "src": "amygdala", "w_ppm": 700000 }, { "decay_ppm": 200000, "dst": "basal_ganglia_go", "id": "basal_ganglia_go>basal_ganglia_go", "klass": "ELIGIBLE", "perturbable": true, "sign": 1, "src": "basal_ganglia_go", "w_ppm": 200000 }, { "decay_ppm": 100000, "dst": "basal_ganglia_nogo", "id": "basal_ganglia_go>basal_ganglia_nogo", "klass": "CORE", "perturbable": false, "sign": -1, "src": "basal_ganglia_go", "w_ppm": 300000 }, { "decay_ppm": 200000, "dst": "prefrontal", "id": "basal_ganglia_go>prefrontal", "klass": "ELIGIBLE", "perturbable": true, "sign": 1, "src": "basal_ganglia_go", "w_ppm": 100000 }, { "decay_ppm": 200000, "dst": "amygdala", "id": "basal_ganglia_nogo>amygdala", "klass": "ELIGIBLE", "perturbable": true, "sign": 1, "src": "basal_ganglia_nogo", "w_ppm": 150000 }, { "decay_ppm": 100000, "dst": "basal_ganglia_go", "id": "basal_ganglia_nogo>basal_ganglia_go", "klass": "CORE", "perturbable": false, "sign": -1, "src": "basal_ganglia_nogo", "w_ppm": 300000 }, { "decay_ppm": 100000, "dst": "basal_ganglia_go", "id": "cerebellum>basal_ganglia_go", "klass": "SAFETY", "perturbable": false, "sign": -1, "src": "cerebellum", "w_ppm": 250000 }, { "decay_ppm": 100000, "dst": "acc", "id": "dopamine>acc", "klass": "SAFETY", "perturbable": false, "sign": 1, "src": "dopamine", "w_ppm": 200000 }, { "decay_ppm": 100000, "dst": "basal_ganglia_go", "id": "hippocampus>basal_ganglia_go", "klass": "MEMORY", "perturbable": false, "sign": 1, "src": "hippocampus", "w_ppm": 350000 }, { "decay_ppm": 100000, "dst": "basal_ganglia_go", "id": "prefrontal>basal_ganglia_go", "klass": "CORE", "perturbable": false, "sign": 1, "src": "prefrontal", "w_ppm": 600000 }, { "decay_ppm": 100000, "dst": "basal_ganglia_go", "id": "thalamus>basal_ganglia_go", "klass": "ELIGIBLE", "perturbable": true, "sign": 1, "src": "thalamus", "w_ppm": 150000 } ], "nodes": [ { "id": "thalamus", "label": "Thalamus", "region": "attention", "role": "Attention gate: top-k salience routing of evidence channels" }, { "id": "prefrontal", "label": "Prefrontal", "region": "planning", "role": "Planner: consumes the three specialist votes as structured messages" }, { "id": "hippocampus", "label": "Hippocampus", "region": "memory", "role": "Episodic memory: nearest-neighbour recall of past closed outcomes" }, { "id": "amygdala", "label": "Amygdala", "region": "threat", "role": "Threat: provenance, whale/sniper share, tax, snipe window, curve nearly full" }, { "id": "basal_ganglia_go", "label": "Basal ganglia (Go)", "region": "action selection", "role": "Go drive of the go/no-go competition" }, { "id": "basal_ganglia_nogo", "label": "Basal ganglia (No-Go)", "region": "action selection", "role": "No-Go drive with mutual inhibition and feedback" }, { "id": "acc", "label": "ACC", "region": "conflict", "role": "Conflict/error monitor: specialist spread and prediction error, can force abstain" }, { "id": "cerebellum", "label": "Cerebellum", "region": "execution", "role": "Execution calibration: predicts fee/slippage friction from paper fills" }, { "id": "dopamine", "label": "Dopamine", "region": "reward prediction", "role": "Reward prediction error: realised paper return minus predicted" } ] }, "verdicts": { "definitions_ref": "REBUS-PREREGISTRATION.md#verdicts", "overall": "NO_MEANINGFUL_DIFFERENCE", "per_hypothesis": { "divergence": "NO_MEANINGFUL_DIFFERENCE", "dynamics_diversity": "NO_MEANINGFUL_DIFFERENCE", "memory_prior": "DIVERGENCE_DETECTED", "overall": "NO_MEANINGFUL_DIFFERENCE", "performance": "INSUFFICIENT_EVIDENCE", "persistence": "NO_PERSISTENCE", "plasticity_mechanism": "NOT_SUPPORTED", "plasticity_persistence": "NO_PERSISTENCE", "specificity": "NOT_DISTINGUISHABLE_FROM_RANDOM" }, "vocabulary": { "divergence": [ "DIVERGENCE_DETECTED", "NO_MEANINGFUL_DIFFERENCE", "INCONCLUSIVE", "INSUFFICIENT_EVIDENCE" ], "performance": [ "PERFORMANCE_DIFFERENCE_SUPPORTED", "INSUFFICIENT_EVIDENCE" ], "persistence": [ "PERSISTENCE_DETECTED", "NO_PERSISTENCE", "INCONCLUSIVE", "INSUFFICIENT_EVIDENCE" ], "specificity": [ "DIFFERS_FROM_RANDOM", "NOT_DISTINGUISHABLE_FROM_RANDOM", "INCONCLUSIVE", "INSUFFICIENT_EVIDENCE" ], "test_status": [ "SUPPORTED", "NOT_SUPPORTED", "NO_MEANINGFUL_DIFFERENCE", "INSUFFICIENT_EVIDENCE" ] } } }