{"id":"W2145000359","doi":"10.1371/journal.pbio.1001638","title":"The COMBREX Project: Design, Methodology, and Initial Results","year":2013,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"National Institute of General Medical Sciences","keywords":"Biology; Evolutionary biology; Computational biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01279472,0.001529588,0.001057013,0.00122725,0.001549451,0.003220266,0.002511309,0.001237131,0.02191218],"category_scores_gemma":[0.007738386,0.0006635525,0.000518983,0.001353832,0.001655191,0.001263851,0.002570437,0.002117532,0.01980714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001336197,"about_ca_system_score_gemma":0.00743196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002431299,"about_ca_topic_score_gemma":0.002731628,"domain_scores_codex":[0.9942594,0.001643809,0.0002432589,0.0006711649,0.002659899,0.0005224606],"domain_scores_gemma":[0.9967924,0.0004081321,0.0002199816,0.0004103665,0.001283382,0.0008858102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005482174,0.005371094,0.02227944,0.004455043,0.0002383304,0.001518933,0.001735771,0.02147437,0.09370283,0.05671074,0.2301381,0.5568932],"study_design_scores_gemma":[0.001465376,0.007790602,0.01288066,0.0008487162,0.0002087999,0.0008709659,0.001260195,0.0436541,0.1232008,0.01759238,0.7899391,0.0002883629],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1111358,0.003630615,0.7038044,0.005028683,0.001176242,0.05817216,0.03783633,0.01300185,0.06621385],"genre_scores_gemma":[0.1116284,0.003116186,0.7638288,0.002444518,0.0004205009,0.0556654,0.03203475,0.004695087,0.02616636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02191218,"threshold_uncertainty_score":0.07330358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0805212165729617,"score_gpt":0.3128428915551194,"score_spread":0.2323216749821577,"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."}}