{"id":"W2791434251","doi":"10.5206/wurjhns.2017-18.26","title":"Western Faculty Profile: Dr. Robert Cumming","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":"Advice (programming); Library science; Undergraduate research; Wish; Medical education; Sociology; Media studies; Psychology; Medicine; Anthropology; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008246267,0.0006262073,0.0005720728,0.0009747196,0.002688776,0.002345123,0.0008631981,0.002455936,0.4353137],"category_scores_gemma":[0.003807597,0.0003802296,0.0002548963,0.0007314012,0.0003915096,0.001670565,0.001915446,0.0025499,0.2801231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351035,"about_ca_system_score_gemma":0.002838153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008716566,"about_ca_topic_score_gemma":0.02513824,"domain_scores_codex":[0.9995018,0.00004418594,0.00001924305,0.00009101434,0.0002392698,0.0001044052],"domain_scores_gemma":[0.9965429,0.000121504,0.00009284619,0.00008485744,0.001300431,0.001857336],"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":[0.00000363748,0.000007287234,0.00004796959,0.000007736305,2.362751e-7,0.00002066752,0.00001477765,0.000002916535,0.00002948131,0.00007422119,0.9947374,0.005053552],"study_design_scores_gemma":[0.000004050432,0.00001183746,0.0004674477,0.00003154989,9.382632e-7,0.00008820549,0.0001671814,0.00001780637,0.00005221738,0.00007833452,0.9990743,0.000006006227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003548486,0.01096144,0.001170832,0.3347698,0.07777999,0.0004806042,0.002256136,0.002985784,0.566047],"genre_scores_gemma":[0.003853963,0.0021774,0.0002344547,0.03667125,0.005259707,0.00008334227,0.0003658103,0.0002448174,0.9511093],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4353137,"threshold_uncertainty_score":0.8054565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08361301513147519,"score_gpt":0.4484980642328541,"score_spread":0.3648850491013789,"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."}}