{"id":"W4407625571","doi":"10.5194/egusphere-2024-2727-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":"","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":[],"consensus_categories":[],"category_scores_codex":[0.001987446,0.0008834734,0.0008965527,0.0009658898,0.002571661,0.003990237,0.002785835,0.01640067,0.2734774],"category_scores_gemma":[0.01843354,0.0004569449,0.001182151,0.0007199919,0.001603324,0.003062834,0.002377757,0.0146574,0.209206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00275484,"about_ca_system_score_gemma":0.00237579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005218041,"about_ca_topic_score_gemma":0.006515402,"domain_scores_codex":[0.9979746,0.0003439389,0.0001885856,0.0003908439,0.0007799137,0.0003220853],"domain_scores_gemma":[0.9952486,0.001173416,0.0001723646,0.0004447265,0.00218208,0.0007787721],"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":[0.00001043987,0.000003651289,0.00002700607,0.00001394417,0.000001295347,0.00004838983,0.000006764181,0.000003779414,0.00002308549,0.0002723511,0.9970835,0.002505813],"study_design_scores_gemma":[0.000008365618,0.000006161246,0.0001297535,0.00003621403,0.000001724393,0.00004046384,0.00003601895,0.00001526016,0.0000533666,0.0003185992,0.9993489,0.000005155869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003572612,0.001791399,0.0003916466,0.5492231,0.3499969,0.0002241856,0.001190846,0.0008124928,0.09601208],"genre_scores_gemma":[0.003322903,0.001104003,0.0003114969,0.5268365,0.08826305,0.0002576475,0.0004686913,0.0004377685,0.378998],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2734774,"threshold_uncertainty_score":0.9148731,"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."}}