{"id":"W2801826730","doi":"10.5206/wurjhns.2017-18.31","title":"Western Faculty Profile: Dr. Burns Cheadle","year":2017,"lang":"en","type":"article","venue":"Western Undergraduate Research Journal Health and Natural Sciences","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Management; Entrepreneurship; Engineering; Engineering ethics; Political science; Medical education; Library science; Medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007655589,0.0004894186,0.0005693699,0.0008195103,0.002653225,0.002478906,0.0008538268,0.002966989,0.4182582],"category_scores_gemma":[0.004535305,0.0003744192,0.0002565122,0.000593945,0.0004476661,0.001877494,0.0019136,0.002953302,0.2305508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308901,"about_ca_system_score_gemma":0.003733669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006583347,"about_ca_topic_score_gemma":0.01897072,"domain_scores_codex":[0.9994318,0.00004596383,0.00002304845,0.00009119893,0.0003050917,0.0001029331],"domain_scores_gemma":[0.9942067,0.0001925249,0.0001304975,0.0001019468,0.002097473,0.003270948],"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":[0.000005033528,0.000008743446,0.00008734633,0.000008960971,2.971755e-7,0.00002974321,0.00001594359,0.000004542547,0.00003218856,0.00005767138,0.9944956,0.005254094],"study_design_scores_gemma":[0.000008471957,0.00002719349,0.0008234213,0.00005977119,0.000001765092,0.0002647502,0.0004103426,0.00004878782,0.00009838966,0.0001417437,0.9981042,0.00001116194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004518602,0.00628012,0.001592587,0.5045151,0.08170184,0.0005518842,0.001868488,0.003226969,0.3957445],"genre_scores_gemma":[0.008585716,0.002412932,0.0003394704,0.0820549,0.00824676,0.0001476829,0.0004264427,0.0003430028,0.8974431],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4182582,"threshold_uncertainty_score":0.8297842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1417373048481648,"score_gpt":0.4413237996868261,"score_spread":0.2995864948386613,"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."}}