{"id":"W4414213440","doi":"10.1101/2025.09.08.674896","title":"Saturation, Task Error, and Feedback Timing Shape Early Implicit Adaptation","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Motor Control and Adaptation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Adaptation (eye); Task (project management); Sensory system; Motor learning; Mean squared prediction error; Motor control; Implicit learning; Perturbation (astronomy)","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":[0.0003949785,0.0002606179,0.0003223388,0.0001895596,0.00007696395,0.0003453373,0.0002437815,0.0002550227,0.001065389],"category_scores_gemma":[0.004443076,0.0002146066,0.000142667,0.0001353743,0.0002810238,0.0003433733,0.0004588779,0.000442467,0.0001683613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002086228,"about_ca_system_score_gemma":0.0002057609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007903181,"about_ca_topic_score_gemma":0.000738043,"domain_scores_codex":[0.9997646,0.0000395066,0.00002298548,0.00005328605,0.0000763473,0.00004314162],"domain_scores_gemma":[0.9983395,0.0008441341,0.0003807186,0.0001579609,0.0001390089,0.0001386464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009227096,0.0001664562,0.01007185,0.00007652789,0.00002840168,0.00005108836,0.00009637971,0.006570184,0.9637917,0.0001282498,0.00006866881,0.01802784],"study_design_scores_gemma":[0.00006434663,0.001748287,0.4463117,0.00003484245,0.00005316807,0.0002856698,0.000103786,0.2564318,0.2934337,0.0009483068,0.000518898,0.00006552883],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935082,0.00005133981,0.006014245,0.000009770175,0.000004858723,0.0000119264,0.00004066274,0.00006971866,0.0002893644],"genre_scores_gemma":[0.9992854,0.00001268804,0.0005511632,0.000005199079,0.000001090173,0.00000689635,0.00002103714,0.00001423041,0.0001023769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001065389,"threshold_uncertainty_score":0.003564119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02957760979869565,"score_gpt":0.2393128571262679,"score_spread":0.2097352473275723,"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."}}