{"id":"W2783329252","doi":"10.5206/wurjhns.2017-18.8","title":"Western Faculty Profile: Dr. Gregory Kelly","year":2017,"lang":"en","type":"article","venue":"Western Undergraduate Research Journal Health and Natural Sciences","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Library science; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007847329,0.0006702304,0.0006981196,0.0008537247,0.003250748,0.002321661,0.0009610031,0.002998825,0.2480016],"category_scores_gemma":[0.003770017,0.0004174439,0.0002668615,0.0007029373,0.0005940186,0.001857706,0.00254249,0.003522543,0.1363488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001708228,"about_ca_system_score_gemma":0.005123795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01331036,"about_ca_topic_score_gemma":0.04109666,"domain_scores_codex":[0.9994855,0.00005717534,0.00002374962,0.000107843,0.0001905065,0.0001351923],"domain_scores_gemma":[0.9957992,0.0001121817,0.0001077379,0.00006043779,0.001206807,0.002713514],"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":[0.000005274988,0.000008303899,0.0001158509,0.00001270237,3.901973e-7,0.00006674448,0.00004609093,0.000003523571,0.00003546879,0.00007070366,0.9949948,0.004640062],"study_design_scores_gemma":[0.000006655848,0.00002477333,0.0008186969,0.00008448889,0.000001711707,0.0004155363,0.0007000239,0.00001729399,0.00005269245,0.0001106313,0.9977563,0.00001127782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005233991,0.01486792,0.000891141,0.6141313,0.1286724,0.0003855475,0.001375555,0.001530161,0.2329119],"genre_scores_gemma":[0.008585609,0.006825052,0.0003186447,0.1399922,0.01180661,0.0001529937,0.0003235153,0.000315904,0.8316794],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2480016,"threshold_uncertainty_score":0.829648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09302941658567898,"score_gpt":0.448861247539469,"score_spread":0.3558318309537901,"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."}}