{"id":"W2147985188","doi":"10.1080/02640410600718640","title":"Decision-making skills and deliberate practice in elite association football referees","year":2006,"lang":"en","type":"article","venue":"Journal of Sports Sciences","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Football; Elite; Dreyfus model of skill acquisition; Psychology; Association (psychology); Applied psychology; Task (project management); Motor skill; Team sport; Perception; Medical education; Athletes; Developmental psychology; Medicine; Physical therapy; Management; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004056557,0.0002923183,0.0003251908,0.001284859,0.0005791039,0.00161853,0.0004372781,0.0008272369,0.002013759],"category_scores_gemma":[0.03289323,0.000216556,0.0002885567,0.0005779333,0.0009756483,0.0005568916,0.0009521083,0.0007674927,0.0002157327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008568864,"about_ca_system_score_gemma":0.0008038786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008366928,"about_ca_topic_score_gemma":0.008614082,"domain_scores_codex":[0.996823,0.001264861,0.0003305738,0.0003189954,0.0008211786,0.0004413573],"domain_scores_gemma":[0.9799879,0.008099914,0.00689933,0.0008460918,0.001516229,0.002650507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003196141,0.001385924,0.943231,0.00007748231,0.00008995515,0.0004662036,0.0222051,0.0004484101,0.001973907,0.0003011228,0.0002359829,0.0292653],"study_design_scores_gemma":[0.0000242524,0.0009391589,0.9875709,0.00003833084,0.00001929707,0.0004531346,0.009067736,0.0006526102,0.0002947239,0.0003812302,0.0005217551,0.00003683647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993554,0.00008562542,0.00008013696,0.00003446371,0.000002103586,0.000009203835,0.000005993295,0.000002775812,0.0004242153],"genre_scores_gemma":[0.9996001,0.00005178097,0.0001072811,0.00001608978,0.000003744425,0.000008084463,0.00001149895,7.648536e-7,0.0002006832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008366928,"threshold_uncertainty_score":0.02145338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005484156790623,"score_gpt":0.3474653322946051,"score_spread":0.3374104907266989,"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."}}