{"id":"W4407172924","doi":"10.5194/egusphere-2024-2895-ac1","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":"Environment and Climate Change Canada","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002911828,0.001163866,0.001190422,0.001232966,0.003155809,0.005144812,0.003580724,0.02438038,0.1851854],"category_scores_gemma":[0.02877038,0.0006672944,0.001675016,0.0009944144,0.002432725,0.004353728,0.003003402,0.02275292,0.1545203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003765714,"about_ca_system_score_gemma":0.003856343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00743356,"about_ca_topic_score_gemma":0.008336484,"domain_scores_codex":[0.996949,0.0005385319,0.0002828668,0.0005984897,0.001178117,0.0004529875],"domain_scores_gemma":[0.992502,0.001934094,0.0002771826,0.0006070349,0.003471639,0.001208061],"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":[0.000007004222,0.000002942352,0.0000224762,0.0000127756,0.000001360248,0.00003467016,0.000007008044,0.0000036029,0.0000137959,0.0002432663,0.997655,0.001996073],"study_design_scores_gemma":[0.00000898669,0.000005702202,0.0001288571,0.00004417485,0.00000230392,0.0000472912,0.00004587337,0.00001754902,0.00004734327,0.0004446912,0.9991996,0.000007684868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001780347,0.00172293,0.0002581021,0.6688425,0.2909375,0.0001106498,0.0006625873,0.0004792213,0.03680853],"genre_scores_gemma":[0.002023011,0.001160456,0.0002548991,0.7438039,0.08432785,0.0001996717,0.0003019782,0.000319861,0.1676085],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8148146,"threshold_uncertainty_score":0.6195068,"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."}}