{"id":"W4406753113","doi":"10.5194/essd-2024-519-ac2","title":"Reply on RC2","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Vlaamse regering; Tsinghua University; Fonds Wetenschappelijk Onderzoek; Tula Foundation","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003452775,0.001242104,0.001288535,0.001295616,0.003698503,0.006379214,0.003820024,0.02934197,0.1650937],"category_scores_gemma":[0.02897278,0.0007461808,0.001889147,0.001207488,0.002939472,0.00456177,0.00306545,0.02714117,0.1413971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00443039,"about_ca_system_score_gemma":0.004347706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009616775,"about_ca_topic_score_gemma":0.01027277,"domain_scores_codex":[0.9964905,0.0005709299,0.0003066419,0.0007075362,0.001384317,0.000540071],"domain_scores_gemma":[0.9918126,0.00246239,0.0002990274,0.0007364274,0.003465931,0.001223658],"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":[0.000008853094,0.00000345197,0.00002034767,0.00001529921,0.000001619792,0.00003044635,0.000006938127,0.00000482627,0.00001894874,0.0003893613,0.9975172,0.001982763],"study_design_scores_gemma":[0.00001033109,0.000005310405,0.0001349496,0.00004173378,0.000002509061,0.00002885457,0.00003520781,0.00001927167,0.00005482297,0.0005157285,0.9991432,0.000007923249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001595113,0.001709837,0.0002423135,0.6913453,0.2675541,0.0001043216,0.0006559666,0.0004523274,0.03777632],"genre_scores_gemma":[0.001818908,0.001019049,0.0002477198,0.7675341,0.07593623,0.0001839305,0.0002595791,0.0003009936,0.1526994],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1650937,"threshold_uncertainty_score":0.5522934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05460752066177657,"score_gpt":0.3894730870193023,"score_spread":0.3348655663575257,"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."}}