{"id":"W2046906262","doi":"10.5206/wurjhns.2014-15.6","title":"Western Faculty Profile: Dr. John Di Guglielmo","year":2014,"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":"Passion; Library science; Art; Medicine; Psychology","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":[0.001006602,0.0005843071,0.0007707422,0.0009403246,0.002591808,0.002527657,0.0008914784,0.002586113,0.284862],"category_scores_gemma":[0.004447987,0.0003584865,0.0002726579,0.0006933497,0.000528488,0.001789987,0.002801345,0.003065707,0.1423771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167936,"about_ca_system_score_gemma":0.004108255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004366775,"about_ca_topic_score_gemma":0.01383264,"domain_scores_codex":[0.9994192,0.00006496537,0.00002837364,0.0001179971,0.0002393669,0.0001301148],"domain_scores_gemma":[0.994611,0.0001280127,0.0001282406,0.00007913305,0.001368045,0.003685548],"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":[0.000007174595,0.00001452833,0.0001287344,0.00001938263,4.99103e-7,0.00005270799,0.00004034769,0.000004955367,0.00004874367,0.0001148635,0.9933768,0.006191286],"study_design_scores_gemma":[0.000007316246,0.00002542062,0.0009228487,0.0000836336,0.000001860438,0.0003053107,0.0003632833,0.00002845731,0.00006861938,0.0001656923,0.9980179,0.000009643915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004649688,0.0168369,0.001039481,0.6359725,0.1260304,0.0004975082,0.001520145,0.00146593,0.2119874],"genre_scores_gemma":[0.01127151,0.009455342,0.0004002015,0.1351797,0.02313307,0.0002386261,0.0004614854,0.0003926447,0.8194674],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.284862,"threshold_uncertainty_score":0.9529583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05777955511078157,"score_gpt":0.4127381592352722,"score_spread":0.3549586041244907,"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."}}