{"id":"W4395089293","doi":"10.5194/gchron-2024-1-ac2","title":"Reply on RC2","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Environmental 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":[0.003360169,0.00081944,0.0009586333,0.001273636,0.002645968,0.003536787,0.002956227,0.02388548,0.09436904],"category_scores_gemma":[0.04831584,0.0005098323,0.001210993,0.001003546,0.001993134,0.004277691,0.002374226,0.02040171,0.0823679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003668465,"about_ca_system_score_gemma":0.003884604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034133,"about_ca_topic_score_gemma":0.01127897,"domain_scores_codex":[0.9969891,0.0005889198,0.0003603281,0.0004903239,0.001157903,0.0004134024],"domain_scores_gemma":[0.9861262,0.00442471,0.0004984326,0.0006916313,0.006276717,0.001982293],"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":[0.000007750007,0.000002657518,0.00004680101,0.00001449511,0.000001399434,0.0000697478,0.00001325326,0.000003690056,0.00001728086,0.0002055526,0.9978372,0.00178026],"study_design_scores_gemma":[0.00001089759,0.000008739159,0.000298567,0.00008087834,0.000003883978,0.0001788511,0.0001081857,0.00003025208,0.00007485689,0.0005496552,0.9986401,0.00001501536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001877498,0.001102923,0.0001804369,0.8695213,0.1174614,0.00006120968,0.0003570925,0.0002627084,0.01086514],"genre_scores_gemma":[0.002091456,0.0008570774,0.0002061527,0.893895,0.04691,0.0001275141,0.0001741709,0.000187327,0.05555133],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09436904,"threshold_uncertainty_score":0.3156959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06538174524723528,"score_gpt":0.3919166518461711,"score_spread":0.3265349065989359,"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."}}