{"id":"W2933131820","doi":"","title":"Pathways to Expert Performance in Soccer","year":2019,"lang":"en","type":"article","venue":"Northumbria Research Link (Northumbria University)","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Elite; Athletes; Psychology; Applied psychology; Dreyfus model of skill acquisition; Team sport; Football; Developmental psychology; Political science; Medicine; Physical therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001451715,0.0002337954,0.0002223409,0.001960231,0.0009603597,0.002404564,0.0006486529,0.000613931,0.006034892],"category_scores_gemma":[0.006357007,0.0002819561,0.0002523347,0.0009756167,0.0009604435,0.001183167,0.003363056,0.0008419465,0.0007143799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562774,"about_ca_system_score_gemma":0.003236755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04060648,"about_ca_topic_score_gemma":0.06748411,"domain_scores_codex":[0.9985455,0.0004415956,0.00007365733,0.0002164633,0.0002389039,0.0004838316],"domain_scores_gemma":[0.9959944,0.0007636003,0.0008267968,0.0001206282,0.0006792311,0.001615146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001532269,0.000462557,0.86685,0.0001699641,0.00006764373,0.0009687194,0.01169557,0.001148278,0.0006990319,0.009297259,0.001716419,0.1067714],"study_design_scores_gemma":[0.000006225459,0.0001639748,0.986119,0.0001052342,0.000009564515,0.0004748231,0.005615474,0.0003714567,0.000132973,0.004716817,0.002263848,0.00002056592],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793102,0.001305231,0.001110316,0.001110777,0.00001653722,0.00007508881,0.0002718436,0.00003537658,0.01676458],"genre_scores_gemma":[0.9959852,0.0005373143,0.0006684164,0.00006672973,0.00000471662,0.00001908421,0.0001504308,0.000006090357,0.002561954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04060648,"threshold_uncertainty_score":0.08074027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08014275153781311,"score_gpt":0.3489925089274163,"score_spread":0.2688497573896033,"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."}}