{"id":"W4408870639","doi":"10.21125/inted.2025.0533","title":"LEADERSHIP DEVELOPMENT IN PHYSICAL EDUCATION TEACHER EDUCATION (PETE): EXAMINING INNOVATIVE PEDAGOGY THROUGH PHYSICAL HEALTH EDUCATION CANADA STUDENT CHAPTERS","year":2025,"lang":"en","type":"article","venue":"INTED proceedings","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Physical education; Pedagogy; Teacher education; Psychology; Physical health; Mathematics education; Sociology; Medical education; Medicine; Mental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002988271,0.0001800193,0.000238774,0.001043994,0.01127649,0.006351154,0.001296988,0.0007681901,0.005585172],"category_scores_gemma":[0.007655167,0.0002673219,0.0002097921,0.001371821,0.002925012,0.001409518,0.003605598,0.002632295,0.0003631574],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04682035,"about_ca_system_score_gemma":0.1729933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8589927,"about_ca_topic_score_gemma":0.9726436,"domain_scores_codex":[0.9980971,0.0003820066,0.0000299856,0.0001044315,0.0008593715,0.0005271093],"domain_scores_gemma":[0.9901912,0.001096481,0.0005029816,0.0001549923,0.004087644,0.003966701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002184458,0.003478005,0.2979919,0.0004834715,0.00003842677,0.0005573917,0.3182148,0.0007840118,0.001943896,0.04613418,0.06085285,0.2693026],"study_design_scores_gemma":[0.00004672987,0.0002978917,0.423143,0.0007279572,0.00003773172,0.0001420278,0.4416295,0.0006828954,0.001631059,0.002356462,0.1292526,0.00005208666],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8726617,0.000959639,0.0006269002,0.01250643,0.0001752158,0.000210287,0.0001698289,0.00003007744,0.1126599],"genre_scores_gemma":[0.9525142,0.001004756,0.0007415729,0.0005975511,0.00001440162,0.00007028517,0.00007131375,0.00001527557,0.04497061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9531797,"threshold_uncertainty_score":0.339707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381891124855031,"score_gpt":0.5079727722619117,"score_spread":0.3697836597764086,"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."}}