{"id":"W4210890586","doi":"10.1503/cmaj.211548","title":"Guts, no glory","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Glory; Liberian dollar; White (mutation); Haven; Computer science; Physics; Business; Finance; Mathematics; Biology; Combinatorics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001088969,0.00141399,0.0009810709,0.001082936,0.007781346,0.007983651,0.001320497,0.003637006,0.4920444],"category_scores_gemma":[0.008027255,0.0008166431,0.0009843174,0.0005138068,0.002251494,0.006104585,0.005495165,0.007923156,0.3804935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00174844,"about_ca_system_score_gemma":0.001836875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152564,"about_ca_topic_score_gemma":0.02029614,"domain_scores_codex":[0.9983808,0.0002302912,0.00004637232,0.0002427311,0.0006894695,0.0004103448],"domain_scores_gemma":[0.9962294,0.0001473233,0.000133012,0.0002019885,0.001614164,0.001674083],"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":[0.0000529669,0.00003447272,0.0001765127,0.00005930602,0.000005408201,0.000166782,0.0005442073,0.00001385096,0.0002973562,0.00152799,0.9796365,0.01748467],"study_design_scores_gemma":[0.000008440436,0.00002913805,0.0004353549,0.0001252166,0.000002709008,0.0002531103,0.001300712,0.00001841777,0.0001043946,0.0004145476,0.9972873,0.00002069812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004496417,0.006214039,0.002184673,0.109638,0.05414919,0.0002564086,0.001924908,0.004581543,0.816555],"genre_scores_gemma":[0.007283376,0.001170965,0.000784767,0.02051319,0.001502316,0.00004099171,0.0003724031,0.0009235322,0.9674084],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4920444,"threshold_uncertainty_score":0.7245369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02434059659534871,"score_gpt":0.3497408503610833,"score_spread":0.3254002537657346,"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."}}