{"id":"W1973701489","doi":"10.5206/wurjhns.2013-14.8","title":"Western Faculty Profile: Dr. Kevin Shoemaker","year":2013,"lang":"en","type":"article","venue":"Western Undergraduate Research Journal Health and Natural Sciences","topic":"Sports and Physical Education Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Kinesiology; Library science; Medical education; Art history; Medicine; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006966273,0.0002145703,0.0003791687,0.0004100439,0.006116318,0.0004083295,0.0005467762,0.0001229317,0.0005479848],"category_scores_gemma":[0.0004373262,0.0001294527,0.00007099648,0.001146081,0.0008608485,0.001076305,0.000295937,0.003352279,0.001037417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000309674,"about_ca_system_score_gemma":0.002969822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002496776,"about_ca_topic_score_gemma":0.0004145698,"domain_scores_codex":[0.9923961,0.001851924,0.0007576165,0.0004561502,0.00208189,0.002456287],"domain_scores_gemma":[0.9952879,0.001060106,0.0002962798,0.0002070998,0.0008718153,0.002276819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006785413,0.0002164949,0.7746641,0.0004857524,0.00002654051,0.000008659876,0.004014902,9.586264e-7,0.0001219095,0.002725577,0.1134528,0.1042144],"study_design_scores_gemma":[0.001053647,0.001032995,0.7992484,0.0008514529,0.000004637094,0.0001135178,0.01310138,0.0003508374,0.00001696546,0.01426067,0.1695429,0.0004225432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7380787,0.004285803,0.00001867203,0.2538175,0.0008577541,0.001363419,0.000008709138,0.00003941974,0.001530102],"genre_scores_gemma":[0.9692455,0.002346465,0.0001800602,0.003232786,0.001051777,0.0001218482,0.00001658679,0.00001854544,0.02378646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2505847,"threshold_uncertainty_score":0.9997404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2346057498940607,"score_gpt":0.571825718150037,"score_spread":0.3372199682559763,"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."}}