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        "citation": "Handler et al., Cell 2022",
        "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC9012144/",
        "use": "KC/DAN timing, depression/potentiation order dependence, behavioral protocols up to 50 trials"
      },
      {
        "citation": "Hige et al., Neuron 2015",
        "url": "https://pubmed.ncbi.nlm.nih.gov/26637800/",
        "use": "compartmentalized KC-MBON synaptic plasticity"
      },
      {
        "citation": "Cohn et al., Cell 2015",
        "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC4732734/",
        "use": "localized learning-related MB circuit plasticity"
      },
      {
        "citation": "Cyclic nucleotide dynamics study, 2024",
        "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC11068490/",
        "use": "intense direct-dopamine protocol produced roughly 55% depression after one minute; range context only, not eta calibration"
      }
    ]
  },
  "mapping": {
    "DoOR_channels": 78,
    "MaleCNS_ALPN_total": 686,
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    "ambiguous_channels": 4,
    "ambiguous_not_used": true,
    "exact_channels": 55,
    "mapped_MaleCNS_ALPN": 240,
    "mapped_channels": 55,
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    "mapped_glomeruli": 47,
    "real_ALPN_to_KC_edges": 22586,
    "real_ALPN_to_KC_synapse_weight": 390928,
    "unmatched_channels": 19
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  "performance": {
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    "preprocessing_timing_method": "separate read-only repetition of frozen 12-odor, 2-mode response-to-PN transformation; not original simulation wall interval",
    "total_control_latency_mean_seconds_per_100ms": 1.1164134109833366
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    "accumulation_candidate": true,
    "accumulation_status": "MaleCNS-PlasticityAccumulation-v1-candidate",
    "bounded_by_frozen_25_percent_floor": true,
    "comparison_to_phase4k": {
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      "1_percent": "Phase 4K functional change insufficient",
      "5_percent": "Phase 4K first stable functional change",
      "used_as_tuning_target": false
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        "whole_A_MBON_spike_l1_mean": 2.8,
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    "first_pairing_mean_reaches_1_percent": null,
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    "functional_transfer_candidate": false,
    "functional_transfer_status": "FAIL-KC-MBON-FUNCTIONAL-TRANSFER",
    "isolated_replay_first": true,
    "matched_DAN_type": "PAM15",
    "monotonic": true,
    "runaway": false,
    "target_compartment": "y5B'2a"
  },
  "recruitment": {
    "formal_conditioning_run": false,
    "note": "No formal recruitment attribution is claimed when Stage C is gate-blocked.",
    "real_feedback_edges_removed": false,
    "status": "NOT-RUN-GATE-BLOCKED"
  },
  "stopped_before_phase4m": true
}