{"id":"W4413162761","doi":"10.5194/egusphere-2025-2443-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":[0.002293575,0.001082245,0.001179718,0.001165603,0.002999933,0.004481569,0.003691913,0.02535302,0.1625015],"category_scores_gemma":[0.02107047,0.0006912088,0.001483901,0.0008888443,0.002167354,0.003825935,0.003012264,0.02363464,0.1289883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003492507,"about_ca_system_score_gemma":0.002859786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006483915,"about_ca_topic_score_gemma":0.008674157,"domain_scores_codex":[0.9977843,0.000391156,0.0002283593,0.0004211779,0.0008360784,0.0003389049],"domain_scores_gemma":[0.994873,0.00158153,0.0002317114,0.0004415755,0.001955351,0.0009168056],"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":[0.000009192637,0.000003044842,0.00002560892,0.00001323679,0.000001542412,0.00006226332,0.000007284384,0.000004062107,0.00001804924,0.0002293255,0.9977245,0.001901963],"study_design_scores_gemma":[0.00001214527,0.0000064382,0.0001640743,0.00005078032,0.000002543914,0.00006968285,0.00004520874,0.0000223079,0.00005323737,0.0004678689,0.9990971,0.000008592977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002087811,0.001702866,0.0002261516,0.697261,0.2680992,0.0001033426,0.0005780752,0.0004778975,0.03134269],"genre_scores_gemma":[0.0022185,0.0009586522,0.0002006573,0.7612175,0.08544625,0.0001815658,0.0002364962,0.000249941,0.1492905],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1625015,"threshold_uncertainty_score":0.5436218,"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."}}