{"id":"W4412916346","doi":"10.5194/egusphere-2025-1223-ac3","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":[0.002208139,0.001025396,0.001005832,0.001069509,0.002626286,0.004347112,0.002989786,0.0198593,0.1968581],"category_scores_gemma":[0.0212138,0.0005582197,0.00143592,0.0008034104,0.001869881,0.003837932,0.002433988,0.01900531,0.1496792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002877267,"about_ca_system_score_gemma":0.003119859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006465165,"about_ca_topic_score_gemma":0.007415207,"domain_scores_codex":[0.9977876,0.0003905039,0.000211677,0.0004462196,0.0008218584,0.000342003],"domain_scores_gemma":[0.9946679,0.001439807,0.0001837891,0.0004202073,0.002372905,0.0009153883],"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":[0.000007868259,0.000003445501,0.000024264,0.00001284285,0.000001304425,0.00004223676,0.000006480765,0.000004067799,0.00001657948,0.0002672056,0.9973917,0.0022219],"study_design_scores_gemma":[0.000008734625,0.000005869309,0.0001300211,0.00004249589,0.000002054049,0.00005011405,0.00003835974,0.00001711033,0.00004829055,0.0003532125,0.9992973,0.000006488039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002380989,0.002230365,0.0002680878,0.6347316,0.3130585,0.0001229435,0.0007688133,0.0005005939,0.048081],"genre_scores_gemma":[0.002512603,0.00144087,0.000265183,0.6916941,0.08734869,0.0001876098,0.0003420558,0.000337708,0.2158711],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1968581,"threshold_uncertainty_score":0.658556,"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."}}