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digital-drosophila/registry/catalog-20260929/evidence/phase4n-credit-assignment/endogenous-dan/summary.json
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{
"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
}