{"id":"W3002223613","doi":"10.1177/1356336x19899693","title":"Pre-service teachers articulating their learning about meaningful physical education","year":2020,"lang":"en","type":"article","venue":"European Physical Education Review","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Social Sciences and Humanities Research Council of Canada; Irish Research Council","keywords":"Physical education; Pedagogy; Articulation (sociology); Psychology; Teacher education; Qualitative research; Mathematics education; Professional development; Meaningful learning; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007900509,0.0002825934,0.001066342,0.001348288,0.001787513,0.003975063,0.001416774,0.002029355,0.002095114],"category_scores_gemma":[0.01220396,0.0003770898,0.0003165745,0.001282322,0.004032091,0.003313185,0.004558498,0.002935214,0.000579229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00337147,"about_ca_system_score_gemma":0.01208869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01145306,"about_ca_topic_score_gemma":0.02794619,"domain_scores_codex":[0.9920655,0.00418836,0.0005702755,0.0004664749,0.001781943,0.0009273847],"domain_scores_gemma":[0.9928888,0.004161783,0.00102271,0.0002396645,0.001020565,0.0006664817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001540001,0.0006747842,0.01099738,0.01605181,0.00009581302,0.002459177,0.5970031,0.000155855,0.002759932,0.01267683,0.008127941,0.3488433],"study_design_scores_gemma":[0.00005615426,0.0005130414,0.040146,0.02071201,0.00008969797,0.003046307,0.6034974,0.00005542006,0.000977468,0.002953484,0.3278921,0.00006087435],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4541687,0.4663514,0.00525064,0.0159677,0.001350758,0.000517632,0.00009100011,0.00005824818,0.05624393],"genre_scores_gemma":[0.7708126,0.211889,0.003295718,0.002231034,0.0001380645,0.000267929,0.0001012669,0.00004348927,0.0112209],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01145306,"threshold_uncertainty_score":0.04178238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09829453381970736,"score_gpt":0.4636632723823625,"score_spread":0.3653687385626551,"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."}}