Archive MaleCNS research sources, provenance, bibliography and immutable data inventory

2026-09-29 03:38:32 +08:00
commit 3981628ff8
682 changed files with 161475 additions and 0 deletions
@@ -0,0 +1,77 @@
+{
+  "all_passed": false,
+  "dynamic_regression_all_passed": false,
+  "phase4c_reference_replay_first": {
+    "all_passed": false,
+    "auditory-100hz": {
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+      "max_abs_voltage_error": 6.103515625e-05,
+      "per_neuron_counts_exact": true,
+      "spike_events_exact": true
+    },
+    "auditory-10hz": {
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+      "max_abs_voltage_error": 3.0517578125e-05,
+      "per_neuron_counts_exact": true,
+      "spike_events_exact": true
+    },
+    "gustatory-50hz": {
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+      "max_abs_voltage_error": 6.103515625e-05,
+      "per_neuron_counts_exact": true,
+      "spike_events_exact": true
+    },
+    "mechanosensory-50hz": {
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+      "max_abs_voltage_error": 314.9923400878906,
+      "per_neuron_counts_exact": false,
+      "spike_events_exact": false
+    },
+    "olfactory-50hz": {
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+      "max_abs_voltage_error": 6.103515625e-05,
+      "per_neuron_counts_exact": true,
+      "spike_events_exact": true
+    }
+  },
+  "phase4c_reference_replay_second": {
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+    "auditory-100hz": {
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+      "max_abs_voltage_error": 6.103515625e-05,
+      "per_neuron_counts_exact": true,
+      "spike_events_exact": true
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+    "auditory-10hz": {
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+      "max_abs_voltage_error": 3.0517578125e-05,
+      "per_neuron_counts_exact": true,
+      "spike_events_exact": true
+    },
+    "gustatory-50hz": {
+      "max_abs_g_error": 0.001953125,
+      "max_abs_voltage_error": 6.103515625e-05,
+      "per_neuron_counts_exact": true,
+      "spike_events_exact": true
+    },
+    "mechanosensory-50hz": {
+      "max_abs_g_error": 444.85986328125,
+      "max_abs_voltage_error": 314.9923400878906,
+      "per_neuron_counts_exact": false,
+      "spike_events_exact": false
+    },
+    "olfactory-50hz": {
+      "max_abs_g_error": 0.00048828125,
+      "max_abs_voltage_error": 6.103515625e-05,
+      "per_neuron_counts_exact": true,
+      "spike_events_exact": true
+    }
+  },
+  "static": {
+    "frozen_hashes_unchanged": true,
+    "phase1_to_3b": true,
+    "phase4m": true,
+    "previous_phases": true
+  },
+  "static_checksums_all_passed": true
+}
@@ -0,0 +1,88 @@
+{
+  "APL_v2_encoder_mask_unmodified": true,
+  "all_passed": false,
+  "base_csr_unmodified": true,
+  "before_after_identical": true,
+  "phase1_to_3b": {
+    "all_passed": true,
+    "phase1_phase2_backup_sha256": {
+      "passed": true,
+      "returncode": 0,
+      "stderr": ""
+    },
+    "phase3_sha256": {
+      "passed": true,
+      "returncode": 0,
+      "stderr": ""
+    },
+    "phase3b_166700_sha256": {
+      "passed": true,
+      "returncode": 0,
+      "stderr": ""
+    },
+    "phase3b_audit_sha256": {
+      "passed": true,
+      "returncode": 0,
+      "stderr": ""
+    },
+    "raw_core_sha256": {
+      "passed": true,
+      "returncode": 0,
+      "stderr": ""
+    },
+    "raw_skeleton_md5": {
+      "passed": true,
+      "returncode": 0,
+      "stderr": ""
+    }
+  },
+  "phase4c_reference_regression": {
+    "all_passed": false,
+    "auditory-100hz": {
+      "max_abs_g_error": 0.00048828125,
+      "max_abs_voltage_error": 6.103515625e-05,
+      "per_neuron_counts_exact": true,
+      "spike_events_exact": true
+    },
+    "auditory-10hz": {
+      "max_abs_g_error": 0.00048828125,
+      "max_abs_voltage_error": 3.0517578125e-05,
+      "per_neuron_counts_exact": true,
+      "spike_events_exact": true
+    },
+    "gustatory-50hz": {
+      "max_abs_g_error": 0.00390625,
+      "max_abs_voltage_error": 6.103515625e-05,
+      "per_neuron_counts_exact": true,
+      "spike_events_exact": true
+    },
+    "mechanosensory-50hz": {
+      "max_abs_g_error": 444.85986328125,
+      "max_abs_voltage_error": 314.9923400878906,
+      "per_neuron_counts_exact": false,
+      "spike_events_exact": false
+    },
+    "olfactory-50hz": {
+      "max_abs_g_error": 0.001953125,
+      "max_abs_voltage_error": 6.103515625e-05,
+      "per_neuron_counts_exact": true,
+      "spike_events_exact": true
+    }
+  },
+  "phase4c_to_4l": {
+    "all_passed": true,
+    "phase4c_to_4i": true,
+    "phase4j_to_4l": {
+      "phase4j_model_root": true,
+      "phase4j_root": true,
+      "phase4k_model_root": true,
+      "phase4k_root": true,
+      "phase4l_model_root": true,
+      "phase4l_root": true
+    }
+  },
+  "phase4m": {
+    "phase4m_exp": true,
+    "phase4m_model": true
+  }
+}
@@ -0,0 +1,7 @@
+{
+  "corrected_checkpoint": 50,
+  "identity_and_E_trajectories_unchanged": true,
+  "not_a_learning_parameter_change": true,
+  "original_checkpoint": 60,
+  "reason": "50 and 60 have the same five-seed spike-L1 separation; latency difference is sub-femtosecond float summation noise, far below 0.1 ms simulation dt. Earliest-tie rule selects 50."
+}
@@ -0,0 +1,25 @@
+phase: 4N
+name: MaleCNS-CreditAssignment-audit
+frozen_phase4m_config: /data/digital-drosophila/models/male-cns-lif/kcmbon-efficacy-v1/phase4m.yaml
+experiment_root: /data/digital-drosophila/experiments/phase4n-credit-assignment
+model_root: /data/digital-drosophila/models/male-cns-lif/credit-assignment-v1
+mechanism: bounded_multiplicative
+checkpoints: [0, 1, 2, 5, 10, 20, 30, 40, 50, 60, 75, 100]
+train_seeds: [51201, 51202, 51203, 51204, 51205]
+evaluation_seeds: [51301, 51302, 51303, 51304, 51305]
+edge_identity_source: phase4l matched_energy held-out ODOR_A/B majority-of-five KC representation
+credit_specificity_index: group mean anatomical-weighted E depression for A-specific minus maximum of shared and B-specific groups
+functional_separation: A MBON spike-count L1 change minus B MBON spike-count L1 change; first-spike latency used only as tie-breaker
+peak_rule: earliest checkpoint with at least 3 of 5 A-specific functional seeds and maximum five-seed mean spike-L1 separation; spike-L1 ties within 1e-9 use mean first-latency separation only if difference exceeds half a dt step (0.05 ms), otherwise choose earliest; no peak if no such checkpoint
+generalization_onset_rule: earliest checkpoint after peak with CSI at least 20 percent below peak and shared-or-B group depression at least 10 percent above its peak value; otherwise unidentified
+random_us_seed_offset: 700000
+random_us_window_ms: [30.0, 110.0]
+shadow_trace_tau_ms: 20.0
+event_coincidence_window_ms: 1.0
+first_activation_only: true
+matched_compartment_verbatim: "y5B'2a"
+unrelated_compartment_verbatim: "y2a'1"
+matched_dan_type: PAM15
+unrelated_dan_type: PPL103
+no_frozen_artifact_writes: true
+no_formal_associative_memory_claim: true
@@ -0,0 +1,36 @@
+{
+  "B_specific_E_depression_sum_with_exact_replay": 12.473553121089935,
+  "B_specific_unique_edges": 13,
+  "B_specific_unique_source_KC": 11,
+  "B_specific_update_rows": 2654,
+  "causal_route_fractions": {
+    "MBON_DAN_feedback": null,
+    "direct_A_driven": null,
+    "olfactory_feedback": null,
+    "recurrent_KC": null,
+    "unresolved": 1.0
+  },
+  "endogenous_DAN_as_gate_fraction_in_frozen_model": 0.0,
+  "event_coincidence_1ms_included_B_update_fraction": 0.0,
+  "excluded_nonmatching_B_rows": 10,
+  "excluded_nonmatching_trace_rows": 160,
+  "external_matched_US_gate_fraction": 1.0,
+  "first_B_specific_update_pairing_by_seed": {
+    "51201": 1,
+    "51202": 1,
+    "51203": 1,
+    "51204": 1,
+    "51205": 1
+  },
+  "first_activation_only_included_B_update_fraction": 1.0,
+  "reason": "Whole-brain source spike timing plus a positive anatomical edge is not proof of membrane-spike causation. Frozen Phase 4M history has no causal predecessor trace. Do not assign invented path percentages.",
+  "shadow_short_tau_20ms_excluded_B_update_fraction": 0.0,
+  "shadow_short_tau_20ms_weighted_eligibility_ratio_to_frozen": 0.07983898740818457,
+  "temporal_credit_event_counts": {
+    "long_trace_>20ms": 2654
+  },
+  "temporal_credit_weighted_fraction": {
+    "long_trace_>20ms": 1.0
+  },
+  "unmatched_runtime_rows": 0
+}
@@ -0,0 +1,127 @@
+{
+  "conditions": [
+    "B+matched-US",
+    "A+random-US-timing",
+    "A+unrelated-compartment-US"
+  ],
+  "isolated_replay": [
+    {
+      "A_specific_seeds": 1,
+      "A_spike_L1": 0.0,
+      "B_spike_L1": 0.2,
+      "condition": "A+random-US-timing",
+      "pairings": 20
+    },
+    {
+      "A_specific_seeds": 4,
+      "A_spike_L1": 0.8,
+      "B_spike_L1": 0.4,
+      "condition": "A+random-US-timing",
+      "pairings": 50
+    },
+    {
+      "A_specific_seeds": 3,
+      "A_spike_L1": 0.8,
+      "B_spike_L1": 0.8,
+      "condition": "A+random-US-timing",
+      "pairings": 60
+    },
+    {
+      "A_specific_seeds": 1,
+      "A_spike_L1": 0.8,
+      "B_spike_L1": 1.4,
+      "condition": "A+random-US-timing",
+      "pairings": 75
+    },
+    {
+      "A_specific_seeds": 1,
+      "A_spike_L1": 0.8,
+      "B_spike_L1": 1.4,
+      "condition": "A+random-US-timing",
+      "pairings": 100
+    },
+    {
+      "A_specific_seeds": 0,
+      "A_spike_L1": 0.0,
+      "B_spike_L1": 0.0,
+      "condition": "A+unrelated-compartment-US",
+      "pairings": 20
+    },
+    {
+      "A_specific_seeds": 0,
+      "A_spike_L1": 0.0,
+      "B_spike_L1": 0.0,
+      "condition": "A+unrelated-compartment-US",
+      "pairings": 50
+    },
+    {
+      "A_specific_seeds": 0,
+      "A_spike_L1": 0.0,
+      "B_spike_L1": 0.0,
+      "condition": "A+unrelated-compartment-US",
+      "pairings": 60
+    },
+    {
+      "A_specific_seeds": 0,
+      "A_spike_L1": 0.0,
+      "B_spike_L1": 0.0,
+      "condition": "A+unrelated-compartment-US",
+      "pairings": 75
+    },
+    {
+      "A_specific_seeds": 0,
+      "A_spike_L1": 0.0,
+      "B_spike_L1": 0.0,
+      "condition": "A+unrelated-compartment-US",
+      "pairings": 100
+    },
+    {
+      "A_specific_seeds": 2,
+      "A_spike_L1": 0.0,
+      "B_spike_L1": 0.0,
+      "condition": "B+matched-US",
+      "pairings": 20
+    },
+    {
+      "A_specific_seeds": 1,
+      "A_spike_L1": 0.0,
+      "B_spike_L1": 0.2,
+      "condition": "B+matched-US",
+      "pairings": 50
+    },
+    {
+      "A_specific_seeds": 2,
+      "A_spike_L1": 0.4,
+      "B_spike_L1": 0.6,
+      "condition": "B+matched-US",
+      "pairings": 60
+    },
+    {
+      "A_specific_seeds": 1,
+      "A_spike_L1": 0.4,
+      "B_spike_L1": 1.0,
+      "condition": "B+matched-US",
+      "pairings": 75
+    },
+    {
+      "A_specific_seeds": 1,
+      "A_spike_L1": 0.8,
+      "B_spike_L1": 1.2,
+      "condition": "B+matched-US",
+      "pairings": 100
+    }
+  ],
+  "matched_compartment_target_not_modified_by_unrelated_US": true,
+  "mean_call_seconds": 1.2726943715953578,
+  "pairings_per_seed": 100,
+  "peak_RAM_KiB": 2568324,
+  "seeds": [
+    51201,
+    51202,
+    51203,
+    51204,
+    51205
+  ],
+  "training_calls": 1500,
+  "training_wall_seconds": 1909.0415573930368
+}
@@ -0,0 +1,14 @@
+{
+  "A_D0": "ANALYTIC-EXACT-IDENTITY",
+  "A_matched_US": "RUN-PHASE4M-TRAJECTORY-RECONSTRUCTED",
+  "B_matched_US": "RUN-INDEPENDENT-100-PAIRING-TRAJECTORY",
+  "all_DAN_closed_loop": false,
+  "all_DAN_gate": "RUN-OPEN-LOOP-SHADOW-100-PAIRING-TRAJECTORY",
+  "external_US_only": "RUN-IDENTICAL-TO-PHASE4M",
+  "frozen_E1": "ANALYTIC-EXACT-IDENTITY",
+  "full_control_matrix_pass": false,
+  "independent_results": "controls/independent-summary.json",
+  "independent_wholebrain": "controls/wholebrain-summary.json",
+  "random_US_timing": "RUN-INDEPENDENT-100-PAIRING-TRAJECTORY",
+  "unrelated_compartment_US": "RUN-INDEPENDENT-100-PAIRING-TRAJECTORY"
+}
@@ -0,0 +1,44 @@
+{
+  "A_D0_and_frozen_E1_effect_are_exactly_zero_by_E_identity": true,
+  "conditions": [
+    {
+      "A_minus_B_mean": -4.2,
+      "A_specific_seeds": 0,
+      "condition": "A+random-US-timing",
+      "pairings": 50
+    },
+    {
+      "A_minus_B_mean": -0.8,
+      "A_specific_seeds": 1,
+      "condition": "A+random-US-timing",
+      "pairings": 100
+    },
+    {
+      "A_minus_B_mean": -3.2,
+      "A_specific_seeds": 0,
+      "condition": "A+unrelated-compartment-US",
+      "pairings": 50
+    },
+    {
+      "A_minus_B_mean": -1.8,
+      "A_specific_seeds": 1,
+      "condition": "A+unrelated-compartment-US",
+      "pairings": 100
+    },
+    {
+      "A_minus_B_mean": -3.4,
+      "A_specific_seeds": 0,
+      "condition": "B+matched-US",
+      "pairings": 50
+    },
+    {
+      "A_minus_B_mean": -5.0,
+      "A_specific_seeds": 1,
+      "condition": "B+matched-US",
+      "pairings": 100
+    }
+  ],
+  "frozen_E1_reference_reused_per_evaluation_seed": true,
+  "rows": 60,
+  "total_brain_wall_seconds": 73.81998237699372
+}
@@ -0,0 +1,6 @@
+{
+  "endogenous_DAN_as_teaching_gate": 0,
+  "external_US_gates": 500,
+  "observed_endogenous_DAN_activity_is_not_equivalent_to_dopamine_concentration": true,
+  "policy": "Phase 4M implementation opens plasticity once at imposed 90 ms US, not at endogenous DAN spike times"
+}
@@ -0,0 +1,31 @@
+{
+  "additional_all_DAN_shadow_E_depression_sum_mean_100": 6.7690910339355455,
+  "all_DAN_shadow_E_depression_sum_mean_100": 34.740484619140624,
+  "all_DAN_shadow_interpretation": "counterfactual open-loop teaching-gate interpretation; not frozen model and not measured dopamine concentration",
+  "confirmed_type_counts": {
+    "PAM11": 480,
+    "PAM15": 396,
+    "PPL103": 28364
+  },
+  "endogenous_spike_cluster_counts": {
+    "PAM": 876,
+    "PPL1": 28364
+  },
+  "external_only_E_depression_sum_mean_100": 27.971393585205078,
+  "frozen_Phase4M_endogenous_DAN_teaching_gate_count": 0,
+  "matched_compartment_spikes": 396,
+  "matched_endogenous_DAN_spikes_total": 396,
+  "source_breakdown": [
+    {
+      "E_depression_sum": 90.11731344461441,
+      "gates": 396,
+      "source": "endogenous-feedback-associated"
+    },
+    {
+      "E_depression_sum": 83.58510708808899,
+      "gates": 500,
+      "source": "external-US-associated"
+    }
+  ],
+  "trial_count": 500
+}
@@ -0,0 +1,198 @@
+{
+  "all_DAN_branch_status": "counterfactual open-loop shadow gate, not frozen Phase 4M dynamics or physiological dopamine",
+  "external_US_only_is_frozen_Phase4M_rule": true,
+  "isolated": [
+    {
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+      "A_spike_L1": 0.4,
+      "B_spike_L1": 0.2,
+      "mechanism": "all-confirmed-DAN-shadow",
+      "pairings": 20
+    },
+    {
+      "A_specific_seeds": 2,
+      "A_spike_L1": 0.8,
+      "B_spike_L1": 1.2,
+      "mechanism": "all-confirmed-DAN-shadow",
+      "pairings": 50
+    },
+    {
+      "A_specific_seeds": 1,
+      "A_spike_L1": 0.8,
+      "B_spike_L1": 1.4,
+      "mechanism": "all-confirmed-DAN-shadow",
+      "pairings": 60
+    },
+    {
+      "A_specific_seeds": 1,
+      "A_spike_L1": 0.8,
+      "B_spike_L1": 1.4,
+      "mechanism": "all-confirmed-DAN-shadow",
+      "pairings": 75
+    },
+    {
+      "A_specific_seeds": 1,
+      "A_spike_L1": 0.8,
+      "B_spike_L1": 1.4,
+      "mechanism": "all-confirmed-DAN-shadow",
+      "pairings": 100
+    },
+    {
+      "A_specific_seeds": 3,
+      "A_spike_L1": 0.0,
+      "B_spike_L1": 0.0,
+      "mechanism": "external-only",
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+    },
+    {
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+      "mechanism": "external-only",
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+    {
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+    }
+  ],
+  "isolated_exact_prefix_only": [
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+      "B_spike_L1": 0.2,
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+      "mechanism": "all-confirmed-DAN-shadow",
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+    },
+    {
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+      "B_spike_L1": 0.0,
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+      "mechanism": "external-only",
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+    },
+    {
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+      "A_spike_L1": 0.6666666666666666,
+      "B_spike_L1": 1.3333333333333333,
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+      "mechanism": "external-only",
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+    },
+    {
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+      "B_spike_L1": 1.6666666666666667,
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+      "mechanism": "external-only",
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+    }
+  ],
+  "isolated_replay_wall_seconds": 3.6956715250089474,
+  "nonexact_trials": [
+    {
+      "max_abs_eligibility_error": 0.12266039848327637,
+      "pairing": 40,
+      "seed": 51202
+    },
+    {
+      "max_abs_eligibility_error": 0.12266039848327637,
+      "pairing": 39,
+      "seed": 51203
+    }
+  ],
+  "wholebrain": [
+    {
+      "A_minus_B_mean": -1.2,
+      "A_specific_seeds": 1,
+      "mechanism": "all-confirmed-DAN-shadow",
+      "pairings": 60
+    },
+    {
+      "A_minus_B_mean": -2.0,
+      "A_specific_seeds": 1,
+      "mechanism": "all-confirmed-DAN-shadow",
+      "pairings": 100
+    },
+    {
+      "A_minus_B_mean": -5.2,
+      "A_specific_seeds": 0,
+      "mechanism": "external-only",
+      "pairings": 60
+    },
+    {
+      "A_minus_B_mean": -1.6,
+      "A_specific_seeds": 1,
+      "mechanism": "external-only",
+      "pairings": 100
+    }
+  ],
+  "wholebrain_wall_seconds": 49.23106441800701
+}
@@ -0,0 +1,9 @@
+{
+  "all_DAN_mode": "counterfactual open-loop shadow E; same frozen Phase 4M additive brain trajectory; not a new brain model",
+  "all_DAN_scope": "only metadata-confirmed DAN mapped to matched compartment; other DAN unresolved",
+  "frozen_brain_dynamics_changed": false,
+  "mode_A": "observational frozen Phase 4M LIF with endogenous DAN spikes recorded",
+  "mode_B": "external US-only plasticity gate, exact Phase 4M E reproduction",
+  "pairings_per_seed": 100,
+  "training_seed_count": 5
+}
@@ -0,0 +1,34 @@
+{
+  "controls": {
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+    "training_calls": 1500,
+    "training_wall_seconds": 1909.0415573930368,
+    "wholebrain_wall_seconds": 73.81998237699372
+  },
+  "edge_audit_memory_bytes": 2608320,
+  "edge_audit_rows": 40753,
+  "event_audit": {
+    "DAN_boolean_history_bytes_per_trial": 38400,
+    "KC_boolean_history_bytes_per_trial": 4876800,
+    "calls": 500,
+    "mean_wall_seconds": 1.2674680267179974,
+    "no_dense_time_by_edge_tensor": true,
+    "peak_RAM_KiB": 2323120,
+    "peak_VRAM_bytes": 347588608,
+    "total_wall_seconds": 633.7340133589987
+  },
+  "isolated": {
+    "count": 120,
+    "mean_replay_wall_seconds": 0.03533166584163609,
+    "total_replay_wall_seconds": 4.239799900996331
+  },
+  "peak_RAM_KiB": 3092040,
+  "peak_RAM_KiB_all_stages": 3092040,
+  "shadow_trace_overhead": "included in event-audit call time; no paired unaudited timing isolation",
+  "wholebrain": {
+    "calls": 60,
+    "max_peak_vram_bytes": 341727232,
+    "mean_wall_seconds": 1.3004467521500223,
+    "sum_wall_seconds": 78.02680512900133
+  }
+}
@@ -0,0 +1,18 @@
+{
+  "all_passed": false,
+  "audited_trial_count": 500,
+  "mismatched_count": 2,
+  "mismatched_trials": [
+    {
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+      "pairing": 40,
+      "seed": 51202
+    },
+    {
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+      "pairing": 39,
+      "seed": 51203
+    }
+  ],
+  "next_trial_overlay_restored_from_sealed_Phase4M_history": true
+}
@@ -0,0 +1,33 @@
+{
+  "all_passed": false,
+  "auditory-100hz": {
+    "max_abs_g_error": 0.0009765625,
+    "max_abs_voltage_error": 6.103515625e-05,
+    "per_neuron_counts_exact": true,
+    "spike_events_exact": true
+  },
+  "auditory-10hz": {
+    "max_abs_g_error": 0.000244140625,
+    "max_abs_voltage_error": 3.0517578125e-05,
+    "per_neuron_counts_exact": true,
+    "spike_events_exact": true
+  },
+  "gustatory-50hz": {
+    "max_abs_g_error": 0.001953125,
+    "max_abs_voltage_error": 6.103515625e-05,
+    "per_neuron_counts_exact": true,
+    "spike_events_exact": true
+  },
+  "mechanosensory-50hz": {
+    "max_abs_g_error": 444.85986328125,
+    "max_abs_voltage_error": 314.9923400878906,
+    "per_neuron_counts_exact": false,
+    "spike_events_exact": false
+  },
+  "olfactory-50hz": {
+    "max_abs_g_error": 0.00048828125,
+    "max_abs_voltage_error": 6.103515625e-05,
+    "per_neuron_counts_exact": true,
+    "spike_events_exact": true
+  }
+}
@@ -0,0 +1,181 @@
+{
+  "max_error": 0.0,
+  "old_checkpoint_comparisons": [
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+      "pairings": 1,
+      "seed": 51201
+    },
+    {
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+    },
+    {
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+      "pairings": 20,
+      "seed": 51201
+    },
+    {
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+      "pairings": 50,
+      "seed": 51201
+    },
+    {
+      "max_abs_error": 0.0,
+      "pairings": 100,
+      "seed": 51201
+    },
+    {
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+      "pairings": 1,
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+    },
+    {
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+    {
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+    {
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+      "pairings": 2,
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+    },
+    {
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+    {
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+    {
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+    {
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+    {
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+    {
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+    {
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+    {
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+    {
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+      "seed": 51205
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+    {
+      "max_abs_error": 0.0,
+      "pairings": 50,
+      "seed": 51205
+    },
+    {
+      "max_abs_error": 0.0,
+      "pairings": 100,
+      "seed": 51205
+    }
+  ],
+  "passed": true
+}
@@ -0,0 +1,61 @@
+{
+  "group_means": [
+    {
+      "decomposition": "A+shared",
+      "latency_delta": 0.279999999999999,
+      "odor": "A",
+      "spike_L1": 0.4,
+      "transmission_reduction": 15.539164640579813
+    },
+    {
+      "decomposition": "A+shared",
+      "latency_delta": 0.2799999999999997,
+      "odor": "B",
+      "spike_L1": 0.2,
+      "transmission_reduction": 15.102735170140116
+    },
+    {
+      "decomposition": "A+shared+B",
+      "latency_delta": 0.279999999999999,
+      "odor": "A",
+      "spike_L1": 0.6,
+      "transmission_reduction": 16.28630178480409
+    },
+    {
+      "decomposition": "A+shared+B",
+      "latency_delta": 0.2799999999999997,
+      "odor": "B",
+      "spike_L1": 0.4,
+      "transmission_reduction": 16.026499064079367
+    },
+    {
+      "decomposition": "A-only",
+      "latency_delta": 0.060000000000000143,
+      "odor": "A",
+      "spike_L1": 0.0,
+      "transmission_reduction": 3.909555222654695
+    },
+    {
+      "decomposition": "A-only",
+      "latency_delta": 0.0,
+      "odor": "B",
+      "spike_L1": 0.0,
+      "transmission_reduction": 1.8146664499529426
+    },
+    {
+      "decomposition": "all-updated",
+      "latency_delta": 0.31999999999999956,
+      "odor": "A",
+      "spike_L1": 0.8,
+      "transmission_reduction": 17.38208670631182
+    },
+    {
+      "decomposition": "all-updated",
+      "latency_delta": 0.3,
+      "odor": "B",
+      "spike_L1": 0.4,
+      "transmission_reduction": 16.803203764537976
+    }
+  ],
+  "scope": "isolated replay only; existing edges never deleted"
+}
@@ -0,0 +1,8 @@
+{
+  "functional_peak_checkpoint": 50,
+  "heldout_training_validation_required": true,
+  "online_validated_criterion": false,
+  "peak_CSI": 0.052433504136864685,
+  "peak_CSI_checkpoint": 100,
+  "status": "POST-HOC-ONLY-NO-ADAPTIVE-POLICY"
+}
@@ -0,0 +1,14 @@
+{
+  "APL_graded_inhibition_in_source_decomposition": false,
+  "audited_B_specific_KC": 59,
+  "causal_predecessor_unambiguously_identified": false,
+  "exact_frozen_edge_and_delay_used": true,
+  "five_synaptic_tau_lookback_ms": 25.0,
+  "linked_B_specific_plastic_update_rows": 183,
+  "linked_updates_with_timed_input": 183,
+  "not_interpretable_as_causal_source_percentages": true,
+  "rows": 415,
+  "source_class_of_strongest_timing_compatible_positive_input": {
+    "PN/olfactory": 415
+  }
+}