{"id":"W4387581378","doi":"10.1080/00336297.2023.2240919","title":"Ghosts in the Hallowed Halls: Have Physical Education Scholars Been Done Wrong, Where Have They Gone, and Where Do They Belong?","year":2023,"lang":"en","type":"article","venue":"Quest","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Physical education; Realm; Context (archaeology); Sociology; Higher education; Pedagogy; Public relations; Social science; Political science; Law; History","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008223927,0.0002355985,0.0003236015,0.0001269724,0.0005769431,0.00007699795,0.0003631938,0.0002088514,0.0001429158],"category_scores_gemma":[0.0001928941,0.000170704,0.00006947883,0.000209643,0.00008906498,0.0003203247,0.0001247586,0.001126674,0.001160959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001278931,"about_ca_system_score_gemma":0.0006925547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008273045,"about_ca_topic_score_gemma":0.04302375,"domain_scores_codex":[0.99735,0.0009842705,0.0003692142,0.0004353652,0.000323401,0.0005377365],"domain_scores_gemma":[0.998172,0.0007655937,0.000159597,0.000560754,0.0001550944,0.000186931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001602986,0.002347755,0.2815009,0.0006516075,0.00009324188,0.00001550385,0.4526089,0.0000195385,0.001588088,0.08065878,0.1359935,0.04436194],"study_design_scores_gemma":[0.0009313619,0.0001143619,0.6788103,0.0006382749,0.00004041328,0.000003379304,0.088369,0.000185069,0.00001892887,0.02176762,0.2087373,0.0003840008],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329889,0.0006531643,0.000001280917,0.02305244,0.0006092565,0.0009219989,0.00003399167,0.0001262351,0.04161276],"genre_scores_gemma":[0.9883174,0.0004649253,0.00003419047,0.001603358,0.001070258,0.0004385709,0.00008771634,0.00003910232,0.007944434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3973094,"threshold_uncertainty_score":0.9996167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05406963569629942,"score_gpt":0.451086647814479,"score_spread":0.3970170121181796,"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."}}