{"id":"W4412599869","doi":"10.5194/egusphere-2025-2400-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":"Dalhousie University","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002471451,0.001088141,0.00107586,0.001097359,0.002998028,0.004818944,0.003338201,0.02360396,0.1793332],"category_scores_gemma":[0.02200402,0.0006405556,0.001450576,0.0009765294,0.002251243,0.004016898,0.002836224,0.02228811,0.1520603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003415122,"about_ca_system_score_gemma":0.003286158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006322268,"about_ca_topic_score_gemma":0.007958745,"domain_scores_codex":[0.9976362,0.0004054762,0.0002316279,0.0004601216,0.000907129,0.0003593571],"domain_scores_gemma":[0.9942379,0.001487413,0.0002221782,0.0005002114,0.002515933,0.001036405],"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":[0.000007773895,0.000002937422,0.0000237905,0.00001244913,0.000001342861,0.00004156848,0.000006510831,0.000003842757,0.00001530627,0.0002480235,0.9976681,0.001968341],"study_design_scores_gemma":[0.000009144399,0.000005432581,0.0001376336,0.00004018953,0.000002147782,0.00004460177,0.00004223242,0.00001536479,0.00004320294,0.0004038423,0.9992493,0.000006913742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001796958,0.001752205,0.00023009,0.6442485,0.3134881,0.000102334,0.0005662873,0.0004392029,0.03899358],"genre_scores_gemma":[0.002042267,0.00108014,0.0002421077,0.7276246,0.09150102,0.000180157,0.0002682341,0.0002692665,0.1767922],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8206668,"threshold_uncertainty_score":0.5999292,"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."}}