{"id":"W4386022142","doi":"10.1080/02640414.2023.2240630","title":"Effective practice and instruction: A skill acquisition framework for excellence","year":2023,"lang":"en","type":"review","venue":"Journal of Sports Sciences","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Excellence; Dreyfus model of skill acquisition; Computer science; Psychology","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":[0.01347326,0.001578341,0.002920638,0.007043523,0.001962126,0.00884058,0.00310215,0.00603676,0.002866121],"category_scores_gemma":[0.01074879,0.0006224146,0.001629303,0.004796715,0.01615142,0.009885399,0.006372411,0.00853444,0.0009534614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008074421,"about_ca_system_score_gemma":0.01771417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004854206,"about_ca_topic_score_gemma":0.005797099,"domain_scores_codex":[0.9892531,0.005603222,0.001220168,0.0008831227,0.002602406,0.000437905],"domain_scores_gemma":[0.9909893,0.006442054,0.0007450365,0.000362203,0.00108727,0.0003740978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005397543,0.0001045325,0.0003957687,0.04686429,0.0001980493,0.0001396275,0.003908437,0.0006305435,0.0003037869,0.4957044,0.01218807,0.4395085],"study_design_scores_gemma":[0.00004903332,0.0002335038,0.00248291,0.086134,0.0002665358,0.0007924641,0.003591307,0.0005888942,0.0002892468,0.2761481,0.6293435,0.00008057381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003230312,0.9689756,0.006694656,0.0156457,0.0009944,0.0001169919,0.00001844404,0.00002808272,0.007202991],"genre_scores_gemma":[0.02333785,0.9479772,0.01775253,0.007926657,0.001079656,0.0004856506,0.00004689319,0.00002255537,0.001370902],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01347326,"threshold_uncertainty_score":0.07125425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06542565976293652,"score_gpt":0.4614574379504872,"score_spread":0.3960317781875507,"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."}}