{"id":"W3200224300","doi":"10.1123/jtpe.2021-0137","title":"Teachers’ Engagement With Professional Development to Support Implementation of Meaningful Physical Education","year":2021,"lang":"en","type":"article","venue":"Journal of Teaching in Physical Education","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Physical education; Professional development; Psychology; Ideal (ethics); Process (computing); Mathematics education; Qualitative research; Pedagogy; Faculty development; Computer science; Sociology","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":[0.0145881,0.0002622293,0.000395411,0.0009019235,0.00661644,0.005775546,0.001789909,0.001468308,0.002537033],"category_scores_gemma":[0.03294137,0.0005336376,0.0003330441,0.000545305,0.004828745,0.002208893,0.008988049,0.002785545,0.000534086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009697109,"about_ca_system_score_gemma":0.02979178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01993831,"about_ca_topic_score_gemma":0.06074117,"domain_scores_codex":[0.9781013,0.01305563,0.0005567994,0.001419617,0.004370548,0.002496148],"domain_scores_gemma":[0.9702011,0.01313729,0.003257778,0.001835918,0.004118465,0.007449423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009466484,0.001782354,0.05487708,0.0007558321,0.00003080794,0.000754852,0.7489521,0.000287735,0.003955034,0.004792506,0.005639343,0.1780776],"study_design_scores_gemma":[0.0001808193,0.0008327712,0.08115202,0.0009857661,0.00007394029,0.001103966,0.669799,0.001341383,0.004416522,0.005535115,0.2344683,0.0001104621],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9326026,0.00071728,0.01565254,0.008797217,0.0001460416,0.0005821,0.00005015659,0.0002361487,0.04121588],"genre_scores_gemma":[0.9887467,0.0002676672,0.007300311,0.0003833754,0.00001234711,0.0001652123,0.00002440858,0.00002500319,0.003074906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01993831,"threshold_uncertainty_score":0.07715017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07256185155043297,"score_gpt":0.5358636547294456,"score_spread":0.4633018031790127,"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."}}