{"id":"W4416892411","doi":"10.1017/aee.2025.10093","title":"Integrating Sustainable Development Within Physical Education Teacher Education Courses: A Professional Learning Project","year":2025,"lang":"en","type":"article","venue":"Australian Journal of Environmental Education","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Centrum för idrottsforskning; Vetenskapsrådet; University of Cambridge","keywords":"Physical education; Framing (construction); Teacher education; Dialogic; Professional development; Normative; Psychological intervention; Education for sustainable development; Professional learning community; Project commissioning","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":[0.0007403148,0.0002507788,0.0003129261,0.0004235333,0.0008022155,0.00003827481,0.0002662642,0.0001633118,0.0005736844],"category_scores_gemma":[0.0003692101,0.000219787,0.0001083806,0.0003619695,0.000100415,0.0005967587,0.00006629289,0.001408264,0.0000901622],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001595579,"about_ca_system_score_gemma":0.02409189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001397946,"about_ca_topic_score_gemma":0.000007884156,"domain_scores_codex":[0.9973563,0.000646649,0.0009453316,0.0002759922,0.0003681174,0.0004076261],"domain_scores_gemma":[0.9981846,0.0001432817,0.001046226,0.0001950995,0.0002369829,0.000193856],"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":[0.0004140669,0.0245,0.1923924,0.001271369,0.0002373863,0.000002789903,0.1698376,0.00008280059,0.01910672,0.03088146,0.2367597,0.3245137],"study_design_scores_gemma":[0.0004300163,0.000130635,0.1030677,0.001168846,0.00008832182,0.00001360259,0.5622022,0.00001926683,0.0009198212,0.001748375,0.3299539,0.0002573734],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788039,0.0001592013,0.00006815882,0.002697797,0.004259428,0.0008659317,0.000001931793,0.00002284063,0.01312085],"genre_scores_gemma":[0.8062806,0.00001141836,0.001395541,0.0007256027,0.0009830974,0.0002177749,0.00008682792,0.00002239835,0.1902767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3923646,"threshold_uncertainty_score":0.9814406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03338563106491867,"score_gpt":0.4523821100586783,"score_spread":0.4189964789937597,"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."}}