{"id":"W4408965072","doi":"10.5194/egusphere-2025-272-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":"Université du Québec à Montréal","funders":"","keywords":"Environmental science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002835176,0.001126257,0.001260427,0.001469348,0.003398968,0.004762225,0.004108409,0.02763806,0.1614982],"category_scores_gemma":[0.03105537,0.0007312141,0.001491338,0.001045588,0.002452138,0.005007801,0.003292576,0.02573106,0.1294382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003759896,"about_ca_system_score_gemma":0.003657865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006776847,"about_ca_topic_score_gemma":0.008788865,"domain_scores_codex":[0.9970711,0.0005570552,0.0002921658,0.0005313096,0.001139038,0.0004092281],"domain_scores_gemma":[0.9916767,0.002403907,0.0003398734,0.0005381904,0.003655178,0.001386149],"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":[0.000007799677,0.000002777527,0.00002329826,0.00001411147,0.000001341203,0.00006203668,0.000009876278,0.000003622692,0.00001706714,0.0001922431,0.9977553,0.001910509],"study_design_scores_gemma":[0.00001101827,0.000007197815,0.0001274796,0.00006008058,0.000002834501,0.0001064174,0.00006676018,0.00002426991,0.00006527222,0.0004574935,0.999061,0.00001012056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001952122,0.001843863,0.0002694239,0.7365408,0.233483,0.0001182658,0.0005433923,0.0005382671,0.0264679],"genre_scores_gemma":[0.001927596,0.001022968,0.0002609415,0.8216688,0.06823789,0.000176041,0.0002191781,0.0002872293,0.1061994],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1614982,"threshold_uncertainty_score":0.5402653,"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."}}