{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001260218,0.0001083565,0.0001480523,0.00003649257,0.000158587,0.00006441779,0.00007925707,0.00004464215,0.000122049],"category_scores_gemma":[0.0001285469,0.00009944329,0.00002714894,0.00004864295,0.00006010849,0.0004157872,0.00006486077,0.0001277696,0.00007093974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001929077,"about_ca_system_score_gemma":0.000007417909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003606978,"about_ca_topic_score_gemma":0.000002571663,"domain_scores_codex":[0.999016,0.00007058962,0.0001281532,0.0002269253,0.0002452048,0.0003131324],"domain_scores_gemma":[0.9995103,0.0001732273,0.00006469418,0.000124808,0.00002223731,0.0001047219],"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":[0.00002289037,0.0001132342,0.01505274,0.00003099708,0.00001772755,0.000003574397,0.003617983,3.130051e-7,0.9794019,0.0001434799,0.00002228379,0.001572883],"study_design_scores_gemma":[0.00102452,0.0001227916,0.03277238,0.0002409361,0.000110309,0.00001039809,0.0002508232,0.004122243,0.9558485,0.0003964737,0.004696873,0.0004037656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958215,0.0001350938,0.0004066749,0.001691308,0.00005610705,0.0002239134,0.00001032785,0.00006221478,0.001592849],"genre_scores_gemma":[0.9949028,0.0000253497,0.001359496,0.001862529,0.0002323885,0.00002028264,9.003588e-7,0.00001696848,0.001579293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0235534,"threshold_uncertainty_score":0.405518,"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."}}