{"id":"W4386605098","doi":"10.3384/ecp201.2","title":"Professionalism &amp; Leadership Development in Ice Hockey","year":2023,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Cape Breton University","funders":"","keywords":"Coaching; Ice hockey; Psychology; Field hockey; Inclusion (mineral); Diversity (politics); Applied psychology; Leadership development; Qualitative research; Training (meteorology); Medical education; Public relations; Social psychology; Political science; Sociology; Geography; Football; Medicine; Social science","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":[0.002739751,0.0001674966,0.000214797,0.0008147237,0.009334674,0.003062143,0.0008775251,0.0004819595,0.004313119],"category_scores_gemma":[0.003635356,0.0001644162,0.000129715,0.0007557894,0.006689996,0.0007778577,0.00246944,0.001151501,0.0003042023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0125295,"about_ca_system_score_gemma":0.02898519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2995666,"about_ca_topic_score_gemma":0.4826656,"domain_scores_codex":[0.996132,0.001767534,0.00006441946,0.0001822318,0.0005761847,0.001277721],"domain_scores_gemma":[0.9960411,0.001130325,0.0003226674,0.00006576181,0.0005918382,0.001848449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002585436,0.0001092093,0.01883723,0.0001729942,0.000002977182,0.001081128,0.9534762,0.0000468636,0.0006715864,0.003178423,0.004590666,0.01780695],"study_design_scores_gemma":[0.000002115554,0.00002738742,0.01210853,0.0001171307,0.000001344465,0.0001876863,0.9596417,0.0000344106,0.0001067219,0.0001435488,0.02762411,0.00000533054],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516159,0.000632786,0.0005983146,0.003945419,0.000133138,0.0001361021,0.00008373595,0.00001495761,0.04283972],"genre_scores_gemma":[0.9882056,0.0003770974,0.0002627876,0.0005303643,0.0000160834,0.00005724953,0.00002832374,0.000007310621,0.01051529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2995666,"threshold_uncertainty_score":0.5956458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1933227487501038,"score_gpt":0.3611533521282961,"score_spread":0.1678306033781923,"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."}}