{"id":"W580947109","doi":"","title":"Learning to teach health and physical education : the experiences of elementary student teachers","year":2011,"lang":"en","type":"book","venue":"TSpace (University of Toronto)","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Nonprobability sampling; School teachers; Teacher education; Embodied cognition; Pedagogy; Medical education; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002547273,0.0001357732,0.0003589152,0.00003482713,0.000482725,0.000001996433,0.0003090972,0.00009314433,0.005153981],"category_scores_gemma":[0.0000206938,0.0001259172,0.00007117365,0.00002752833,0.0001585277,0.0001130519,0.0002012165,0.0004353009,0.00002586688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005308722,"about_ca_system_score_gemma":0.002307684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06824451,"about_ca_topic_score_gemma":0.01147818,"domain_scores_codex":[0.9988205,0.0003741109,0.000142975,0.0002320172,0.0002249284,0.0002054847],"domain_scores_gemma":[0.9988688,0.0001477319,0.0004389756,0.0002377373,0.00009587849,0.0002108598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002902066,0.0001503839,0.0003610656,0.0001002084,0.00003918384,6.864244e-8,0.9176369,3.413926e-7,0.00001085731,0.001374971,0.03869911,0.04159792],"study_design_scores_gemma":[0.0001378607,0.000306887,0.01680512,0.0001676504,0.00002893421,8.564412e-8,0.8014646,0.000002497818,8.209444e-7,0.0000442817,0.1809521,0.00008910623],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.495791,0.000720254,0.00001990324,0.003286681,0.0004514083,0.0008936818,0.000006062639,0.00002778258,0.4988033],"genre_scores_gemma":[0.4319998,0.0003190265,0.0001779337,0.0005701555,0.0002444414,0.000006764501,0.00004092138,0.00001501456,0.5666259],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.142253,"threshold_uncertainty_score":0.9957554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05830211415308295,"score_gpt":0.4303786797173333,"score_spread":0.3720765655642503,"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."}}