{"id":"W4405367462","doi":"10.1123/jtpe.2024-0200","title":"The Health and Physical Education Masters of Education Experience","year":2024,"lang":"en","type":"article","venue":"Journal of Teaching in Physical Education","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Physical education; Psychology; Pedagogy; Medical education; Health education; Mathematics education; Medicine; Nursing; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007911293,0.0001410144,0.0003046823,0.0002161303,0.0003599337,0.00004396574,0.0002181218,0.0000511744,0.000007805021],"category_scores_gemma":[0.0006227189,0.0000981551,0.0001034174,0.000299993,0.0001136217,0.0004665882,0.00003862565,0.00114777,0.0000107253],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000390978,"about_ca_system_score_gemma":0.009210861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003086974,"about_ca_topic_score_gemma":0.00001740938,"domain_scores_codex":[0.9978327,0.0007296964,0.0006894097,0.0001902045,0.0003108959,0.0002471646],"domain_scores_gemma":[0.9977868,0.00103089,0.0005580338,0.0002153509,0.0001808913,0.0002280557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006733448,0.002430387,0.003217831,0.0004700456,0.00002010553,9.14179e-8,0.2527333,0.000006751137,0.001550091,0.1011158,0.01748973,0.6208985],"study_design_scores_gemma":[0.0004837257,0.0008312291,0.04659365,0.005281181,0.00006762047,0.00002872086,0.4733026,0.002592972,0.000167265,0.08927426,0.3809677,0.0004090772],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783407,0.001704659,0.0001021158,0.01069854,0.00510829,0.0003136868,0.000002167621,0.00001477257,0.00371508],"genre_scores_gemma":[0.9949265,0.0001546374,0.0002349199,0.001068624,0.002747892,0.00007031448,0.000008981807,0.00001900151,0.0007691202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6204895,"threshold_uncertainty_score":0.996406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05796813220572879,"score_gpt":0.5410111811748186,"score_spread":0.4830430489690898,"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."}}