{"id":"W4412953450","doi":"10.5194/egusphere-2025-704-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":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002439913,0.001052618,0.001154768,0.001153022,0.0026419,0.004016885,0.003467512,0.02239524,0.1625147],"category_scores_gemma":[0.02772658,0.0006026502,0.001447451,0.0008635104,0.001951314,0.003753792,0.002546233,0.02055841,0.12534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003045148,"about_ca_system_score_gemma":0.002602216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006655548,"about_ca_topic_score_gemma":0.007102821,"domain_scores_codex":[0.9978384,0.0004393827,0.0002362393,0.0004315212,0.0007414243,0.0003130358],"domain_scores_gemma":[0.9939673,0.002092174,0.0002362939,0.0004027746,0.002411331,0.0008902321],"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":[0.000008597905,0.000002871348,0.00002553345,0.00001351387,0.000001366363,0.00005532492,0.000008012998,0.000004104686,0.00001496002,0.0002049834,0.9979252,0.001735508],"study_design_scores_gemma":[0.00001245439,0.000007235716,0.0001546424,0.00006334684,0.000002902068,0.00008914612,0.00005670841,0.00002923969,0.00006148353,0.0004774887,0.9990352,0.00001019582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002163,0.001609334,0.0002463866,0.729681,0.2384499,0.0001200167,0.0006676393,0.0004884957,0.02852104],"genre_scores_gemma":[0.002397419,0.001112725,0.000218608,0.8023944,0.07489796,0.0002046947,0.0002666202,0.0002754695,0.118232],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8374853,"threshold_uncertainty_score":0.5436659,"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."}}