{"id":"W3026485872","doi":"10.3148/cjdpr-2020-019","title":"Passing the Torch","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Torch; Medicine; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002407764,0.0009710712,0.0007981745,0.001861712,0.007461837,0.01231354,0.001408992,0.004491175,0.4087674],"category_scores_gemma":[0.01425353,0.0004581882,0.0007522947,0.00102449,0.003012634,0.009397849,0.009830854,0.006454392,0.2231066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003411564,"about_ca_system_score_gemma":0.006744699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01163957,"about_ca_topic_score_gemma":0.02871989,"domain_scores_codex":[0.9969866,0.0006654012,0.0001347722,0.0005517838,0.001088489,0.0005729583],"domain_scores_gemma":[0.9951401,0.0005370008,0.00016981,0.0006069982,0.001601662,0.001944514],"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":[0.000009993923,0.000005101419,0.00008144494,0.00004010878,0.000002150847,0.00005766814,0.0002917841,0.000006394367,0.00003343182,0.007756919,0.9750196,0.01669536],"study_design_scores_gemma":[8.8224e-7,0.000002792625,0.00007839334,0.00006148025,7.000237e-7,0.00003201515,0.000272821,0.000003082382,0.00001475496,0.0004971466,0.9990335,0.000002556581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001327372,0.01336494,0.001219716,0.1596496,0.1234756,0.00009233766,0.0008978273,0.001195594,0.6987771],"genre_scores_gemma":[0.005719798,0.003716013,0.0003852871,0.02364333,0.004972312,0.00003551149,0.000327167,0.0004863193,0.9607143],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4087674,"threshold_uncertainty_score":0.8433216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3429101937400605,"score_gpt":0.5363533288554533,"score_spread":0.1934431351153927,"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."}}