{"id":"W2146827966","doi":"10.3389/fpsyg.2012.00556","title":"Learner-Controlled Self-Observation is Advantageous for Motor Skill Acquisition","year":2013,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychology; Dreyfus model of skill acquisition; Motor skill; Motor learning; Cognitive psychology; Developmental psychology; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004497685,0.0002867292,0.0006159819,0.0004252592,0.000101651,0.00003385901,0.0003107066,0.0004876688,0.01068955],"category_scores_gemma":[0.00006179401,0.000283778,0.0002047829,0.0003092537,0.00008790498,0.0002375105,0.0000196157,0.0002751378,0.0006373409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009038529,"about_ca_system_score_gemma":0.00002246045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004757101,"about_ca_topic_score_gemma":0.000003318472,"domain_scores_codex":[0.9974875,0.0002040878,0.0007742197,0.0007550675,0.0001656527,0.0006134063],"domain_scores_gemma":[0.998651,0.0001224476,0.0003306027,0.0006092465,0.000169314,0.0001173725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001247272,0.0007414746,0.228936,0.00002076369,0.0001973548,0.00001400459,0.004728599,0.000004745601,0.0001527651,0.001787721,0.6918004,0.07036886],"study_design_scores_gemma":[0.0370564,0.001158878,0.5036185,0.00003346295,0.0001077745,0.00005007043,0.004490596,0.0009918702,0.00003537276,0.04696185,0.4045156,0.0009796382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.744682,0.001530071,0.1722167,0.007821376,0.02053215,0.007087566,0.00006051562,0.0005853839,0.04548429],"genre_scores_gemma":[0.7704898,0.0003269545,0.1430198,0.04889931,0.001376077,0.006655583,0.0004361759,0.0002076173,0.02858869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2872848,"threshold_uncertainty_score":0.9999614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428376050037827,"score_gpt":0.3057628858058186,"score_spread":0.2914791253054403,"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."}}