{"id":"W3207569128","doi":"","title":"Teachers’ Experiences of Implementing a Pedagogical Approach for Meaningful Physical Education","year":2021,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Cambridge; Harvard University","keywords":"Mathematics education; Physical education; Pedagogy; Computer science; Psychology; Sociology","routes":{"ca_aff":false,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000007100075,0.0003939385,0.0006581355,0.0004088563,0.001132248,0.00004674347,0.0006372348,0.0004610769,0.00003038372],"category_scores_gemma":[0.0001488237,0.0004741243,0.0005184432,0.0005840881,0.00009364668,0.0009268393,0.0002234133,0.0006698362,0.00001031472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005308261,"about_ca_system_score_gemma":0.002968934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000147018,"about_ca_topic_score_gemma":0.0001734083,"domain_scores_codex":[0.9975493,0.0002753672,0.0004080502,0.0007816541,0.0004136447,0.0005719607],"domain_scores_gemma":[0.9972053,0.0003688912,0.000824169,0.0003875906,0.0009045278,0.0003094941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004116633,0.0113485,0.02810708,0.007073316,0.001786522,0.00004196099,0.4555788,0.00007407879,0.0665366,0.01093743,0.3999478,0.01445125],"study_design_scores_gemma":[0.0005839876,0.0001085817,0.0006757547,0.0001971625,0.0002045975,0.000002205488,0.8036369,0.000008815814,0.0002903623,0.00004349447,0.193878,0.0003701611],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7075213,0.00005557455,0.0007635211,0.000002305508,0.0007826832,0.0008090996,0.00007356536,0.000113234,0.2898787],"genre_scores_gemma":[0.2823193,0.0000121268,0.0002464927,0.00002095314,0.0004462672,0.000007066423,0.001700037,0.00003483395,0.7152129],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4253342,"threshold_uncertainty_score":0.9997711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06749112977683422,"score_gpt":0.3736142985256274,"score_spread":0.3061231687487932,"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."}}