{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009140744,0.0005632956,0.0007150225,0.0008379279,0.003060017,0.002201125,0.0009145318,0.003352336,0.3264544],"category_scores_gemma":[0.004814189,0.00042786,0.0002632067,0.0006582585,0.0005125661,0.001934321,0.002366994,0.003515589,0.1747473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519384,"about_ca_system_score_gemma":0.004228838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008938301,"about_ca_topic_score_gemma":0.02447573,"domain_scores_codex":[0.9994383,0.00005263245,0.00002936765,0.0001009837,0.0002517101,0.000126908],"domain_scores_gemma":[0.99361,0.000188656,0.0001459564,0.00009508074,0.002109381,0.003850865],"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":[0.000004234704,0.00001117567,0.00008308503,0.00001098526,3.125307e-7,0.00003840489,0.00002771391,0.000003413067,0.00003090767,0.00005526971,0.9954804,0.00425401],"study_design_scores_gemma":[0.00001032881,0.00003439868,0.001258302,0.00008855808,0.000002015837,0.0003501007,0.0007468178,0.0000370102,0.00007703612,0.0001545359,0.9972278,0.00001299271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004982187,0.008684296,0.00103114,0.6438327,0.09837189,0.0004704972,0.001383298,0.00187868,0.2393653],"genre_scores_gemma":[0.008214043,0.003982621,0.0002815852,0.1180435,0.01222262,0.0001668199,0.0003530167,0.0002909702,0.8564448],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3264544,"threshold_uncertainty_score":0.960731,"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."}}