{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002091025,0.0001693787,0.0001818793,0.0001316489,0.003791969,0.0007650157,0.000691065,0.00008987139,0.000004131183],"category_scores_gemma":[0.0002652574,0.0001250858,0.00007571746,0.0001022373,0.001150166,0.00006299348,0.0003046095,0.0004539916,0.0000150747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003965984,"about_ca_system_score_gemma":0.0008065668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001106709,"about_ca_topic_score_gemma":0.0003404504,"domain_scores_codex":[0.9971718,0.0003409002,0.0002914787,0.0004188481,0.000796547,0.0009803822],"domain_scores_gemma":[0.9980251,0.00003136395,0.0002295957,0.0002989793,0.0002794304,0.001135587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005995323,0.0003165798,0.8683134,0.0004310709,0.00005775623,0.000050235,0.0002896322,0.000003000145,0.01003396,0.0003008709,0.02890934,0.09069461],"study_design_scores_gemma":[0.004788494,0.005464413,0.7595702,0.0005716676,0.00002854449,0.001393604,0.001564316,0.0001367387,0.008415523,0.01327046,0.2036462,0.001149806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362087,0.02506135,0.0000471602,0.03748445,0.0005414137,0.0002940717,0.00002629792,0.000009194864,0.0003274232],"genre_scores_gemma":[0.9823034,0.01304762,0.0002041271,0.0005819899,0.0009702918,0.000007693726,0.00002978028,0.00001161495,0.002843496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1747368,"threshold_uncertainty_score":0.9975049,"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."}}