{"id":"W3081743109","doi":"10.1080/17408989.2020.1812558","title":"A collaborative approach to teaching about teaching using models-based practice: developing coherence in one PETE module","year":2020,"lang":"en","type":"article","venue":"Physical Education and Sport Pedagogy","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Norwegian; Teacher education; Friendship; Mathematics education; Negotiation; Pedagogy; Teaching method; Student teaching; Microteaching; Professional development; Psychology; Sociology; Student teacher","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":[0.0257869,0.0004822405,0.0004785171,0.001632119,0.005576773,0.007261186,0.002734794,0.002034141,0.002342642],"category_scores_gemma":[0.03980574,0.0007848633,0.0007617031,0.0008060663,0.01063714,0.006986979,0.01359887,0.003511403,0.0006014704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004831551,"about_ca_system_score_gemma":0.009255123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001983886,"about_ca_topic_score_gemma":0.004704576,"domain_scores_codex":[0.9761325,0.01823305,0.0006524407,0.00134391,0.00244674,0.001191403],"domain_scores_gemma":[0.9638719,0.02032628,0.003053554,0.005637588,0.002821449,0.004289325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007684998,0.001268408,0.01804431,0.0004767191,0.00004669609,0.001069943,0.8040587,0.0009983808,0.003924001,0.01639237,0.002879577,0.150764],"study_design_scores_gemma":[0.0001502188,0.00210351,0.03024242,0.002293472,0.0001356419,0.003219855,0.7216086,0.006368638,0.007781004,0.04248488,0.1833711,0.0002407618],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7979838,0.0008311268,0.1427287,0.009678809,0.0001890841,0.001366699,0.00003970656,0.0004312917,0.04675069],"genre_scores_gemma":[0.9230421,0.0004427961,0.07177399,0.0004432856,0.00002427136,0.0004280735,0.00003485958,0.00009012573,0.003720503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0257869,"threshold_uncertainty_score":0.1363758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1439423211923433,"score_gpt":0.5050601024845192,"score_spread":0.3611177812921758,"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."}}