{"id":"W4409717901","doi":"10.5194/egusphere-2024-4086-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":"Environment and Climate Change Canada","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":[],"consensus_categories":[],"category_scores_codex":[0.004613954,0.001239588,0.001264156,0.001312748,0.003757282,0.008491709,0.003884532,0.03232941,0.1602411],"category_scores_gemma":[0.03325095,0.0007575607,0.001973704,0.001303581,0.003279869,0.005942669,0.003606426,0.0287588,0.1409742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004727999,"about_ca_system_score_gemma":0.006103359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01041586,"about_ca_topic_score_gemma":0.009897138,"domain_scores_codex":[0.9956704,0.0006654284,0.000326887,0.0009025834,0.001716358,0.0007184314],"domain_scores_gemma":[0.9912359,0.002713042,0.000307121,0.000947875,0.003651787,0.001144417],"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":[0.000008149666,0.000003512845,0.00001914043,0.00001732731,0.000001918608,0.00002189504,0.00001174177,0.000006489201,0.00002373497,0.001108069,0.9965248,0.002253142],"study_design_scores_gemma":[0.00000698982,0.000003807794,0.0001114804,0.00004010505,0.000002075536,0.00001715017,0.00003822671,0.00001361308,0.00004624421,0.0007651235,0.9989477,0.000007594654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001717153,0.002280958,0.0002672075,0.7380965,0.2139291,0.00009093401,0.0009332521,0.0003651619,0.04386523],"genre_scores_gemma":[0.002019272,0.001143321,0.0002815993,0.7874347,0.05206268,0.0001860791,0.0003414748,0.0003157379,0.1562151],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1602411,"threshold_uncertainty_score":0.53606,"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."}}