{"id":"W4411705054","doi":"10.5194/egusphere-2025-228-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":"Seoul National University; U.S. Environmental Protection Agency; National Science Foundation","keywords":"Geography; 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":[0.002491836,0.0009709941,0.001029036,0.001033637,0.003081252,0.004717845,0.003235537,0.02315129,0.2082667],"category_scores_gemma":[0.02587029,0.0005710192,0.001483282,0.0008224545,0.001990107,0.003636545,0.002688745,0.01958249,0.1640662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003258524,"about_ca_system_score_gemma":0.003418426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007276301,"about_ca_topic_score_gemma":0.007981257,"domain_scores_codex":[0.9974574,0.0004334838,0.0002494898,0.0004916493,0.0009493961,0.0004185773],"domain_scores_gemma":[0.9935923,0.001791885,0.0002328863,0.0005053785,0.002790604,0.001087003],"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":[0.000008721564,0.000003685779,0.00002579008,0.00001234275,0.00000134366,0.00004350016,0.00000800499,0.000003808585,0.00001903172,0.0002648261,0.9975327,0.002076149],"study_design_scores_gemma":[0.000009733945,0.000006523592,0.0001287768,0.00003858639,0.000002208325,0.00004598448,0.00004895149,0.00001876845,0.00005295912,0.000368941,0.9992717,0.000006882261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002643344,0.001615373,0.000330019,0.6715217,0.2716305,0.0001671762,0.0009588475,0.0006975807,0.05281441],"genre_scores_gemma":[0.002427988,0.0009620236,0.0002502364,0.727482,0.0673336,0.000210374,0.0003342047,0.0003450061,0.2006546],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7917333,"threshold_uncertainty_score":0.6967217,"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."}}