{"id":"W2943408964","doi":"","title":"Literature review of empirical studies using constraints led approach for motor learning, motor performance, and decision making","year":2018,"lang":"en","type":"article","venue":"Journal of Exercise, Movement, and Sport (SCAPPS refereed abstracts repository)","topic":"Sports and Physical Education Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Motor learning; Kinesiology; Empirical research; Psychology; Motor skill; Applied psychology; Cognitive psychology; Empirical evidence; Recreation; Task (project management); Peer review; Medical education; Developmental psychology; Medicine; Management; Political science; Neuroscience; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001645907,0.0002453712,0.0009228205,0.0002525408,0.0006730528,0.00004048143,0.0001625571,0.000190241,0.00005142931],"category_scores_gemma":[0.000266327,0.0001690497,0.0001574184,0.0002208256,0.0002875608,0.0003037774,0.00008605298,0.0007360106,6.399098e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009363586,"about_ca_system_score_gemma":0.0003698314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000750718,"about_ca_topic_score_gemma":6.149625e-7,"domain_scores_codex":[0.9970487,0.00005689384,0.001630872,0.0003046474,0.0005814314,0.0003774384],"domain_scores_gemma":[0.9955695,0.000251751,0.001728831,0.0002158868,0.001982993,0.0002510312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008772909,0.002233302,0.7175425,0.09546065,0.001244428,0.0001251298,0.01425134,0.00006363848,0.01699373,0.0003578318,0.03261318,0.1103413],"study_design_scores_gemma":[0.00333039,0.002207242,0.8487316,0.1192516,0.0005880398,0.0001048187,0.007490328,0.001088152,0.0006615763,0.0003543012,0.0155695,0.0006224391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812726,0.01527362,0.0001360924,0.00005354414,0.0005198261,0.001064981,0.000008977352,0.000009733704,0.001660631],"genre_scores_gemma":[0.9516058,0.03895697,0.007147781,0.0002723976,0.0008497644,0.0000337776,0.000008028434,0.00002876542,0.001096728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1311891,"threshold_uncertainty_score":0.6893646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0712797912193969,"score_gpt":0.4254489186267438,"score_spread":0.354169127407347,"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."}}