{"id":"W2137240004","doi":"10.1371/journal.pone.0038938","title":"Watch and Learn: Seeing Is Better than Doing when Acquiring Consecutive Motor Tasks","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Motor Control and Adaptation","field":"Neuroscience","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Task (project management); Observational study; Motor learning; Observer (physics); Cognitive psychology; Observational learning; Task group; Psychology; Adaptation (eye); Computer science; Social psychology; Medicine; Engineering; Mathematics education","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007690148,0.0003126602,0.0004563479,0.0002303598,0.0001673129,0.0004854119,0.0003192693,0.0003956519,0.001860248],"category_scores_gemma":[0.003180953,0.0002368842,0.0001180617,0.00009762665,0.001207954,0.000653795,0.0006015532,0.0005853078,0.0001496357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002692203,"about_ca_system_score_gemma":0.0003152622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001525804,"about_ca_topic_score_gemma":0.003540671,"domain_scores_codex":[0.9995314,0.00008819528,0.00003159727,0.0001713229,0.0001244685,0.00005300594],"domain_scores_gemma":[0.9986153,0.0004275512,0.0003992369,0.0002517948,0.000049818,0.0002563894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007053453,0.002091668,0.06658924,0.0003127802,0.00007571621,0.0003437343,0.00268317,0.0003371445,0.8204415,0.0006875292,0.0004144206,0.09896963],"study_design_scores_gemma":[0.0003012913,0.01856232,0.7828431,0.00007937858,0.0001857643,0.001488694,0.001797615,0.004938336,0.184038,0.002522862,0.003166622,0.00007608594],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975314,0.00006213305,0.00179,0.0000571798,0.000008347489,0.00001413576,0.00001180242,0.00001644606,0.0005085206],"genre_scores_gemma":[0.9947234,0.00009536756,0.003853433,0.00003829379,0.000005386862,0.00003554641,0.00004344691,0.00001245736,0.001192624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001860248,"threshold_uncertainty_score":0.006223202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06103767910781945,"score_gpt":0.2364440485101498,"score_spread":0.1754063694023303,"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."}}