phase: 4K
name: MaleCNS-KC-recruitment-MBON-causal-audit-v1

paths:
  connectome_root: /data/digital-drosophila/datasets/male-cns-v1.0/processed/neuron-only
  dataset_root: /data/digital-drosophila/datasets/male-cns-v1.0
  model_root: /data/digital-drosophila/models/male-cns-lif
  phase4k_model_root: /data/digital-drosophila/models/male-cns-lif/kc-recruitment-audit-v1
  experiment_root: /data/digital-drosophila/experiments/phase4k-kc-recruitment-audit
  reference_root: /data/digital-drosophila/models/male-cns-lif/reference-v1
  runtime_root: /data/digital-drosophila/models/male-cns-lif/runtime-v1
  io_root: /data/digital-drosophila/models/male-cns-lif/io-v1
  phase4c_root: /data/digital-drosophila/experiments/phase4c-runtime
  phase4d_root: /data/digital-drosophila/experiments/phase4d-io
  phase4e_root: /data/digital-drosophila/experiments/phase4e-visual-calibration
  phase4f_root: /data/digital-drosophila/experiments/phase4f-retinotopic-vision
  phase4f_model_root: /data/digital-drosophila/models/male-cns-lif/visual-encoder-v1
  phase4g_root: /data/digital-drosophila/experiments/phase4g-frozen-interface
  phase4g_model_root: /data/digital-drosophila/models/male-cns-lif/frozen-interface-v1
  phase4g_learned_root: /data/digital-drosophila/models/learned/phase4g
  phase4h_root: /data/digital-drosophila/experiments/phase4h-dopamine-plasticity
  phase4h_model_root: /data/digital-drosophila/models/male-cns-lif/dopamine-plasticity-v1
  phase4h_learned_root: /data/digital-drosophila/models/learned/phase4h
  phase4i_root: /data/digital-drosophila/experiments/phase4i-mb-mechanistic-validation
  phase4i_model_root: /data/digital-drosophila/models/male-cns-lif/mb-mechanistic-v1
  phase4j_root: /data/digital-drosophila/experiments/phase4j-mb-physiology-repair
  phase4j_model_root: /data/digital-drosophila/models/male-cns-lif/mb-physiology-v1

names:
  reference: MaleCNS-LIF-reference-v1
  runtime: MaleCNS-LIF-runtime-v1

model:
  dt_ms: 0.1
  membrane_tau_ms: 20.0
  synaptic_tau_ms: 5.0
  refractory_ms: 2.2
  resting_potential_mv: -52.0
  reset_potential_mv: -52.0
  threshold_mv: -45.0
  synaptic_delay_ms: 1.8
  w_syn_mv_per_anatomical_synapse: 0.275

sign_policy:
  neurotransmitter_sign: {acetylcholine: 1, gaba: -1, glutamate: -1, dopamine: 1, octopamine: 1, serotonin: 1, histamine: -1}
  unknown_sign: 0
  unclear_sign: 0

readout:
  bins_ms: [1, 5, 10, 20, 50, 100]

device:
  required_name_substring: RTX 4090
  launcher_visible_gpu_uuid: GPU-79f3a85d-adce-7833-7003-6488140ca596

expected_graph:
  neurons: 166700
  directed_edges: 25582938
  synaptic_contact_weight_sum: 124177617
  phase4h_plastic_candidate_edges: 14232
  plastic_mask_edges: 14232

apl_overlay:
  name: APL-Graded-Inhibition-v1
  tau_ms: 20.0
  gain: 0.01
  normalization: 1.0
  immutable_phase4j_parameters: true

direct_kc:
  target_compartment_verbatim: "y5B'2a"
  matched_dan_type: PAM15
  pulse_times_ms: [10.0, 30.0, 50.0, 70.0, 90.0]
  dan_time_ms: 90.0
  duration_ms: 120.0
  trace_seed: 50201
  evaluation_seed: 50301

olfactory:
  rate_hz: 50.0
  duration_ms: 100.0
  seed: 50101
  targets_per_cs: 64

sensitivity:
  depression_fractions: [0.0, 0.01, 0.05, 0.10, 0.25, 0.50]
  evaluation_seeds: [50301, 50302, 50303, 50304, 50305]
  functional_change_definition: any_MBON_spike_count_or_first_latency_change

causal_attribution:
  rule: dominant_positive_synaptic_arrival_with_runtime_g_decay
  exact_delay_steps: 18
  shortest_static_path_forbidden: true

prohibitions:
  training: false
  modify_eta_or_eligibility_v2: false
  expand_plastic_mask: false
  modify_threshold_or_gain: false
  save_sensitivity_as_learned_model: false
  decoder_classifier_rl_game_visual: false