{"id":"W2184206335","doi":"10.5281/zenodo.4047015","title":"THE PHYSICAL EDUCATION PROFESSION IN CANADA","year":2012,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Physical education; Service (business); Political science; Professional development; Public relations; State (computer science); Teacher education; Medical education; Pedagogy; Public administration; Medicine; Sociology; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006083534,0.00008064359,0.00009231971,0.00005524947,0.003469673,0.00004668233,0.0004430977,0.00003498658,0.00321003],"category_scores_gemma":[0.0006297528,0.00006187354,0.00001894536,0.0003513118,0.00005057361,0.0001818309,0.000356829,0.000509908,0.004710434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007837001,"about_ca_system_score_gemma":0.0002228909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05545155,"about_ca_topic_score_gemma":0.005125129,"domain_scores_codex":[0.9979838,0.0009152254,0.0002134133,0.0001506117,0.0002490859,0.0004878353],"domain_scores_gemma":[0.9989833,0.0001500429,0.00009812078,0.0002936614,0.0002707602,0.0002041261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005467547,0.000368466,0.0007544335,0.00006705712,0.000009090678,3.071204e-7,0.01362166,0.000003670665,0.0008092273,0.04082489,0.6633668,0.2801197],"study_design_scores_gemma":[0.0001657808,0.00001543128,0.02765485,0.00003180609,0.00000268975,0.000001865013,0.01256711,0.00007962815,0.00003318681,0.0002769223,0.9590978,0.00007294905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6561328,0.0001364307,0.00006374664,0.008441588,0.001494007,0.000908186,0.00003938799,0.0002030275,0.3325808],"genre_scores_gemma":[0.9956231,0.00002643149,0.00001051552,0.0007157518,0.0006500352,3.960942e-7,0.0002856002,0.0003068662,0.002381362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3394902,"threshold_uncertainty_score":0.9978276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08054708005901647,"score_gpt":0.4054316600430291,"score_spread":0.3248845799840126,"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."}}