{
  "run_id": "2026-10-28_flyvis-visual-baseline_v01",
  "status_at_freeze": "prepared-not-run",
  "authorization": "User: 체크해서 시험까지 하고 기록해. Evaluate the proposed Flyvis visual-pathway candidate on Linux; preserve the prior full-brain experiments.",
  "source": {"repository":"https://github.com/TuragaLab/flyvis", "commit":"0a69fa2fc8e1bfe1d837d722c252ab5f5d6fcbfa", "example":"examples/04_flyvision_moving_edge_responses.ipynb", "pretrained_zip_sha256":"71c78d4070556a536b13b23ee3139cd2788aa2a9d07d430a223b4edead281db1"},
  "model": "flow/0000/000, first model specified by the official notebook; selected before observing responses. This is the authors' task-performance-sorted ensemble, not an unbiased sample of all fitted models.",
  "hardware": "User-owned LinuxPC; separate venv/run directory; one CPU thread; CUDA GPU allowed after idle/device check; no permanent worker, training or service",
  "stimulus": {"dataset":"MovingEdge", "offsets":[-10,11], "intensities":[0,1], "speeds":[19], "height":80, "post_pad_mode":"continue", "t_pre":1.0, "t_post":1.0, "dt":0.005, "angles":[0,30,60,90,120,150,180,210,240,270,300,330]},
  "conditions": ["24 moving-edge movies", "same 24 movies re-evaluated without reading response caches", "uniform 0.5 grey input with otherwise matching integration and duration; 24 labels retained only to check direction-label independence"],
  "seed": 20261081,
  "repeat_interpretation": "Deterministic inference repeated for numerical reproducibility; not independent biological samples or input-seed robustness.",
  "readouts": ["T4a","T4b","T4c","T4d","T5a","T5b","T5c","T5d"],
  "known_directions_degrees": {"T4a":180,"T4b":0,"T4c":90,"T4d":270,"T5a":180,"T5b":0,"T5c":90,"T5d":270},
  "metrics": "Central-column model activity, T4 at intensity 1 and T5 at intensity 0. Subtract the final pre-motion frame. Peak response in 0 <= stimulus time < dataset t_stim for speed 19. Report peak at known preferred/opposite directions, argmax angle, circular angle error, and all 12-direction curves; no sign fitting or output-to-steering decoder.",
  "criteria": {"execution":"all inputs/responses finite, full movie and central-cell traces saved", "direction":"each of 8 cells: preferred peak > opposite peak, argmax within 30 degrees of source-known direction", "repeat":"same-input response maximum absolute difference <= 1e-6", "control":"uniform input labels produce maximum response difference <= 1e-6; report residual temporal variation rather than assuming silence"},
  "failure_policy": "Preserve setup and execution errors. Do not change model selection, stimulus directions or criteria after results. A later fix changes implementation/version and is recorded.",
  "scope": "Visual subsystem test of the authors' task-trained rate model. Not original Shiu spiking model, whole-brain replacement, direct T4/T5 to DNa02 integration, autonomous behavior, steering, stopping, locomotion, driving, biological learning or proof of superior performance. Original brain-only controller remains unchanged."
}