{"id":"W755983322","doi":"10.71781/28182","title":"Observational learning of motor skills : Looking for optimal models","year":2011,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Observational study; Observational learning; Motor learning; Motor skill; Psychology; Mathematics education; Medicine; Developmental psychology; Neuroscience; Experiential learning","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005953654,0.00121697,0.001852439,0.001148803,0.0005784729,0.003005989,0.001952894,0.002323747,0.007112163],"category_scores_gemma":[0.05184279,0.001347961,0.001785193,0.0005796714,0.001291491,0.003546896,0.002026064,0.003369345,0.000515217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002325499,"about_ca_system_score_gemma":0.00218105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01127301,"about_ca_topic_score_gemma":0.01104706,"domain_scores_codex":[0.9978836,0.001121944,0.00009432267,0.0005240177,0.0001875092,0.0001886246],"domain_scores_gemma":[0.9630595,0.03263529,0.001769461,0.001056052,0.0008070952,0.0006725175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0008866851,0.0003443426,0.02001031,0.0003954685,0.0003560094,0.0002259322,0.0007950795,0.8748724,0.001427919,0.03198658,0.0009486116,0.06775066],"study_design_scores_gemma":[0.00004639119,0.0001802371,0.002701493,0.00006209965,0.00004162364,0.00003009661,0.0001130733,0.9545674,0.0003033973,0.04158434,0.0003387542,0.00003103172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3604465,0.001082698,0.6289703,0.002499952,0.0000608921,0.0001958427,0.0003919568,0.0005316325,0.005820261],"genre_scores_gemma":[0.945706,0.0004355783,0.05071731,0.0001441804,0.00003919032,0.0003085145,0.000323036,0.00007316328,0.002253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01127301,"threshold_uncertainty_score":0.03148633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1337217522308422,"score_gpt":0.3881709001790715,"score_spread":0.2544491479482293,"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."}}