{"id":"W4412375469","doi":"10.5194/egusphere-2025-1497-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":"Université Laval; Center for Northern Studies","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":[0.002431461,0.001050781,0.001062427,0.001161714,0.003265032,0.004621125,0.003388167,0.02327003,0.205534],"category_scores_gemma":[0.02162685,0.0006551535,0.001437727,0.001013192,0.002171457,0.003904992,0.002636477,0.0208802,0.1691978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003558354,"about_ca_system_score_gemma":0.003464543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009219704,"about_ca_topic_score_gemma":0.01216915,"domain_scores_codex":[0.997577,0.0004181944,0.0002255816,0.0004414975,0.0009575646,0.0003801145],"domain_scores_gemma":[0.9932008,0.001755218,0.000223699,0.0005156518,0.003159888,0.00114467],"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":[0.000007161057,0.000002972477,0.00002114503,0.00001134135,0.000001130063,0.00003097886,0.000006377241,0.000003159047,0.00001489536,0.0001998832,0.9979587,0.001742172],"study_design_scores_gemma":[0.000009085896,0.000005398381,0.0001409398,0.00003746776,0.000002068579,0.00003469699,0.0000458592,0.00001448409,0.00004500099,0.0003090359,0.9993492,0.000006765606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002047939,0.001680571,0.0002503317,0.6629988,0.282529,0.0001302975,0.0007236707,0.0005724556,0.05091009],"genre_scores_gemma":[0.00192845,0.0009661093,0.0002199131,0.7095605,0.06711882,0.0001815286,0.0002850127,0.000300779,0.2194389],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.794466,"threshold_uncertainty_score":0.6875798,"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."}}