{"id":"W4410232448","doi":"10.5194/egusphere-2025-117-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":"École de Technologie Supérieure; CentrEau - Quebec Water Management Research Centre","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001980788,0.0006601618,0.0007446798,0.001092869,0.001937113,0.002927607,0.002372211,0.01487691,0.188672],"category_scores_gemma":[0.02790166,0.0003865296,0.0009356283,0.0007017293,0.00135949,0.003297498,0.002034934,0.01234234,0.1222406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002330271,"about_ca_system_score_gemma":0.002547955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006291953,"about_ca_topic_score_gemma":0.009514915,"domain_scores_codex":[0.9981009,0.0003578949,0.0002114138,0.0003040958,0.0007626363,0.0002629608],"domain_scores_gemma":[0.9910255,0.002231726,0.0003022354,0.0004178935,0.004327673,0.00169501],"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":[0.000008011932,0.000003312252,0.00004039827,0.0000145176,0.000001013737,0.00007402123,0.000007740986,0.000003544271,0.00001486381,0.0001490421,0.9971408,0.002542755],"study_design_scores_gemma":[0.000008521714,0.000007439211,0.000203596,0.00005933435,0.000002153152,0.000134473,0.000071515,0.00002175443,0.00004555961,0.0003120134,0.9991255,0.000008164501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002917601,0.001652798,0.0002587464,0.7388095,0.2266548,0.0001123095,0.0004662024,0.0004623044,0.03129172],"genre_scores_gemma":[0.003232749,0.001523938,0.0003011728,0.7245523,0.07683002,0.0001596319,0.0002813936,0.0002755344,0.1928433],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.188672,"threshold_uncertainty_score":0.6311706,"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."}}