{"id":"W570568108","doi":"10.1093/cdn/nzy042","title":"Methods and Protocols","year":2018,"lang":"en","type":"article","venue":"Current Developments in Nutrition","topic":"Plant biochemistry and biosynthesis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Guelph","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Natural Sciences and Engineering Research Council of Canada; Mitacs; National Institutes of Health; University of Guelph","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004411177,0.004134657,0.003423093,0.006097594,0.005671564,0.003331781,0.006585029,0.003240465,0.144459],"category_scores_gemma":[0.004023529,0.002266848,0.00248608,0.003345547,0.001811122,0.001710934,0.003222167,0.004681194,0.1327955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00165021,"about_ca_system_score_gemma":0.005257085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002399552,"about_ca_topic_score_gemma":0.00564136,"domain_scores_codex":[0.9934181,0.001309947,0.0008735681,0.001909902,0.001708244,0.0007801409],"domain_scores_gemma":[0.9969002,0.0004642314,0.0001908564,0.001029538,0.001090879,0.0003243519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002984296,0.00257641,0.003802225,0.01026776,0.0003690725,0.003533562,0.00157205,0.00443768,0.6116376,0.024208,0.1677262,0.1668851],"study_design_scores_gemma":[0.0002660751,0.0007602809,0.001648694,0.0006518897,0.0001914845,0.001065847,0.0004127759,0.001289665,0.08995183,0.004717883,0.8987899,0.000253683],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03257617,0.01498993,0.5982621,0.002662859,0.005345048,0.06989638,0.1266872,0.0236421,0.1259381],"genre_scores_gemma":[0.05115902,0.01311073,0.4381216,0.003468467,0.0006924834,0.1074981,0.1843908,0.005988854,0.1955699],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.144459,"threshold_uncertainty_score":0.4832636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03447365198521344,"score_gpt":0.3973485209530886,"score_spread":0.3628748689678751,"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."}}