{"id":"W4386605098","doi":"10.3384/ecp201.2","title":"Professionalism & 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002187038,0.0002042979,0.0002555652,0.000308591,0.0007598423,0.0001663491,0.0004915865,0.0002706051,0.0003178481],"category_scores_gemma":[0.00043147,0.0002207456,0.00005098887,0.001536467,0.0001477808,0.0003754392,0.0001075312,0.0005982041,0.0005229769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005870241,"about_ca_system_score_gemma":0.003181762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003647131,"about_ca_topic_score_gemma":0.004661066,"domain_scores_codex":[0.9968805,0.00004408311,0.0003932455,0.0004496017,0.0007078497,0.00152467],"domain_scores_gemma":[0.9993361,0.00007945656,0.0001298443,0.00006720965,0.0002557611,0.0001316772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004820418,0.00008779867,0.2851374,0.00014808,0.00004938276,0.000007959287,0.4352556,8.062075e-7,0.0007252331,0.2430951,0.003815634,0.03162883],"study_design_scores_gemma":[0.0009838564,0.00003830293,0.1789732,0.0007071313,0.00001777,0.000001886313,0.05529192,0.0000771796,0.0005345389,0.02350641,0.738592,0.001275834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614505,0.0001154854,0.00004647112,0.007993297,0.0002772,0.0005005713,5.535264e-7,0.0005631897,0.02905273],"genre_scores_gemma":[0.9682333,0.0001719442,0.0001775884,0.000352277,0.0001598819,0.0001486081,0.00002729812,0.00002251168,0.03070654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7347764,"threshold_uncertainty_score":0.9001744,"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."}}