{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002506279,0.0001807909,0.0001974914,0.0001737211,0.001406459,0.0003416633,0.0004076344,0.00009312882,0.000003910508],"category_scores_gemma":[0.000245666,0.0001319368,0.00007540026,0.0002902535,0.0006592778,0.00003785804,0.0001888594,0.0004547971,0.00001595555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004179612,"about_ca_system_score_gemma":0.0005503935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000631855,"about_ca_topic_score_gemma":0.0001927047,"domain_scores_codex":[0.9967214,0.000619397,0.0003381427,0.0004324749,0.0008474517,0.001041138],"domain_scores_gemma":[0.9981478,0.00006237093,0.000140441,0.0001798793,0.0002698004,0.001199644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000914202,0.0006285385,0.7773741,0.0008092264,0.00009165585,0.00002417624,0.0005525554,0.00002160719,0.01885671,0.001236173,0.0326186,0.1668724],"study_design_scores_gemma":[0.007153822,0.01254605,0.4151701,0.0007836706,0.00004617919,0.001814816,0.00224095,0.0008092193,0.01347583,0.01939531,0.5246612,0.001902888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542628,0.01851071,0.000280457,0.02580887,0.0004332036,0.0003008796,0.00001981762,0.00001427294,0.0003690126],"genre_scores_gemma":[0.9882833,0.00800974,0.0002360744,0.0009291492,0.0009772293,0.000009151533,0.0000474844,0.00001289235,0.001495013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4920426,"threshold_uncertainty_score":0.9998935,"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."}}