{"id":"W4413072472","doi":"10.5194/egusphere-2025-1726-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":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002075106,0.001013856,0.001042903,0.001039061,0.002649711,0.004122185,0.003244958,0.02262995,0.1872079],"category_scores_gemma":[0.01812983,0.000612214,0.001338282,0.000866338,0.001919233,0.003765396,0.002631891,0.02075402,0.1558811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003022631,"about_ca_system_score_gemma":0.00246441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006470601,"about_ca_topic_score_gemma":0.00857232,"domain_scores_codex":[0.9981054,0.0003403146,0.0001931491,0.0003854832,0.0006849061,0.0002907633],"domain_scores_gemma":[0.995408,0.00147621,0.0001867987,0.0004019302,0.001738054,0.0007890483],"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":[0.000009222546,0.000003566292,0.00002446711,0.00001319092,0.000001365708,0.00004891833,0.000007591203,0.000003892245,0.00001826733,0.0002851647,0.9975534,0.002030927],"study_design_scores_gemma":[0.000009740027,0.000006091254,0.0001451049,0.00004296379,0.000002103422,0.0000495998,0.00004318409,0.0000156378,0.00004240529,0.0003742534,0.9992622,0.000006746848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002295026,0.002269525,0.000239954,0.7137761,0.2348417,0.0001433405,0.0006702258,0.0004621553,0.04736764],"genre_scores_gemma":[0.002334069,0.001188526,0.000220764,0.7211003,0.06704385,0.0001960998,0.0002334378,0.0002417721,0.2074412],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1872079,"threshold_uncertainty_score":0.6262727,"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."}}