{"id":"W4415714786","doi":"10.1101/2025.10.28.685235","title":"A brain-wide, trial- and time-dependent deterministic drive synergizes with within-trial noise to time self-initiated actions","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"Northwestern University; National Institutes of Health; National Science Foundation","keywords":"Action (physics); Noise (video); Control theory (sociology); Value (mathematics); Deterministic system (philosophy); Voluntary action","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005008677,0.0002194471,0.0003820941,0.0002104526,0.0001513148,0.0006163057,0.0005026658,0.0003282255,0.00101431],"category_scores_gemma":[0.003322965,0.0002569763,0.0003212059,0.0002122246,0.0004757604,0.0004589038,0.0005854546,0.0007103751,0.0001966567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003879903,"about_ca_system_score_gemma":0.0004861549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005737503,"about_ca_topic_score_gemma":0.001267828,"domain_scores_codex":[0.9995546,0.00005056026,0.00002921569,0.0001550055,0.0001585467,0.00005204292],"domain_scores_gemma":[0.9989527,0.0003959111,0.0002545466,0.0001512665,0.00009769422,0.0001477511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004126342,0.0001339014,0.01951786,0.0001218438,0.0001633537,0.0002341832,0.0002448687,0.02617992,0.9009456,0.0064971,0.0004944325,0.04505436],"study_design_scores_gemma":[0.00006880651,0.0006577517,0.2902906,0.00005050196,0.0001474236,0.0007210214,0.0001454622,0.503819,0.1796066,0.0210944,0.003280011,0.0001184251],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001647,0.0002627168,0.09579387,0.0001865688,0.00004655655,0.00003807881,0.0002788296,0.0004854405,0.00274308],"genre_scores_gemma":[0.9925017,0.0000483334,0.006675696,0.00003520326,0.000009245367,0.00002718648,0.0001042797,0.00006544525,0.000532844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00101431,"threshold_uncertainty_score":0.003393233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0281982840019462,"score_gpt":0.2620896792512339,"score_spread":0.2338913952492877,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}