{"id":"W4413940736","doi":"10.5194/egusphere-2025-1838-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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002637519,0.0009656695,0.0009866524,0.00107333,0.002992736,0.005059134,0.002991202,0.02070123,0.2317897],"category_scores_gemma":[0.02627998,0.0005362927,0.001337602,0.0008481935,0.001956617,0.003839019,0.002895858,0.01915511,0.1776963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003085001,"about_ca_system_score_gemma":0.003505927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00588516,"about_ca_topic_score_gemma":0.007227715,"domain_scores_codex":[0.9972699,0.0004582058,0.000241577,0.0005393365,0.001034313,0.0004565997],"domain_scores_gemma":[0.992812,0.001922679,0.0002545477,0.000597191,0.003118425,0.001295135],"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":[0.000008212568,0.000003167846,0.00002156645,0.00001185138,0.000001189859,0.00003927724,0.000007250199,0.000003401287,0.00001739936,0.0002758984,0.9976184,0.00199243],"study_design_scores_gemma":[0.000007843583,0.00000543532,0.0001113701,0.00003632015,0.00000173468,0.00003856446,0.00004216861,0.00001269192,0.00004281976,0.0003387427,0.9993564,0.000005760861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002423439,0.001602036,0.0003237353,0.6303693,0.3095264,0.0001565953,0.0008991627,0.0006863994,0.05619411],"genre_scores_gemma":[0.002333458,0.0009560524,0.0002766268,0.6785237,0.07479339,0.0002116088,0.0003477779,0.0003761009,0.2421814],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7682103,"threshold_uncertainty_score":0.7754138,"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."}}