{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00330219,0.0002347539,0.0009096469,0.0004593891,0.0002833021,0.00005236831,0.000339542,0.0004195582,0.0002483168],"category_scores_gemma":[0.0002643952,0.0001658651,0.0002595652,0.0007495936,0.0004892955,0.0003861668,0.00002997009,0.0006272147,0.00003217415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003563493,"about_ca_system_score_gemma":0.0001746797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003137195,"about_ca_topic_score_gemma":3.108607e-7,"domain_scores_codex":[0.9980679,0.0001007217,0.0008025753,0.0003904582,0.0003611896,0.0002771203],"domain_scores_gemma":[0.9959403,0.001349092,0.002243573,0.000181253,0.0001882629,0.00009747799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008801768,0.0000518563,0.0002291954,0.00110436,0.0001300008,0.0001476928,0.0007013731,0.0000011959,1.729424e-8,0.004757173,0.001540352,0.9912488],"study_design_scores_gemma":[0.0002631939,0.0007231906,0.002642713,0.01147477,0.0006009683,0.00629608,0.0009195903,7.943491e-7,1.627589e-7,0.008039345,0.9688005,0.0002386898],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001027864,0.9882296,0.00050696,0.0001911241,0.007771528,0.0005765143,0.000008842522,0.00001965411,0.00166786],"genre_scores_gemma":[0.0002260036,0.9933984,0.004444012,0.0001460407,0.001382887,0.00005687502,0.000002066652,0.00001924966,0.0003244779],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9910101,"threshold_uncertainty_score":0.6763781,"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."}}