{"id":"W2997383219","doi":"10.4085/1404293","title":"Signature Pedagogies in Athletic Therapy Education","year":2019,"lang":"en","type":"article","venue":"Athletic Training Education Journal","topic":"Athletic Training and Education","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Context (archaeology); Curriculum; Psychology; Medical education; Athletic training; Teaching method; Pedagogy; Accreditation; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001787524,0.0003166129,0.0004105201,0.000557215,0.0005830273,0.00007694939,0.0004146235,0.0003623054,0.003873841],"category_scores_gemma":[0.0007514422,0.0002890558,0.0001278892,0.0005669142,0.00007718877,0.0003350477,0.00003005999,0.002064007,0.0009329829],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004939526,"about_ca_system_score_gemma":0.01355565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007776663,"about_ca_topic_score_gemma":0.0000135107,"domain_scores_codex":[0.9965773,0.0007114249,0.0009909148,0.0004498562,0.0004577361,0.0008127416],"domain_scores_gemma":[0.9974712,0.0006294274,0.000596024,0.0004746469,0.0004510915,0.0003776281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001133077,0.0009275013,0.1075947,0.0001581884,0.00004657173,0.00000236083,0.2441325,0.00009894055,0.001361297,0.007948703,0.03814274,0.5994732],"study_design_scores_gemma":[0.00204029,0.0002680536,0.3773306,0.002113583,0.0000321831,0.0001443068,0.3020835,0.00009100399,0.00002046129,0.008316464,0.3069257,0.0006338231],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358712,0.002719312,0.0001071416,0.009993691,0.01292847,0.0008922086,0.000002171331,0.0001180734,0.03736775],"genre_scores_gemma":[0.9739979,0.0004072528,0.002974515,0.005576076,0.002192889,0.0002192416,0.0000430433,0.0000710162,0.01451806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5988393,"threshold_uncertainty_score":0.9999561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09462525280543539,"score_gpt":0.4462722936078202,"score_spread":0.3516470408023848,"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."}}