{"id":"W4411051029","doi":"10.5194/egusphere-2025-1203-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":[0.003009078,0.001026515,0.001284044,0.001145847,0.003626896,0.004795745,0.004205995,0.0333946,0.1160022],"category_scores_gemma":[0.02765196,0.0007162594,0.001593172,0.001032816,0.002495942,0.004913881,0.002809357,0.02991395,0.09420145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003894131,"about_ca_system_score_gemma":0.004246734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008811638,"about_ca_topic_score_gemma":0.01082073,"domain_scores_codex":[0.9972818,0.0004943167,0.0002657983,0.0005417846,0.0009779938,0.0004382857],"domain_scores_gemma":[0.9929861,0.002342575,0.0002837048,0.0004825019,0.002800498,0.001104499],"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":[0.000007324515,0.000003019176,0.00003215391,0.00001228178,0.000001491391,0.00006041907,0.00001063,0.000004100124,0.00001597763,0.0003131445,0.9979584,0.001581121],"study_design_scores_gemma":[0.0000133706,0.000007653174,0.0002029282,0.00006457038,0.00000374803,0.0001046585,0.0000797804,0.00002918993,0.00006386633,0.0007041253,0.9987133,0.00001291995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001922182,0.001547072,0.0001647166,0.832607,0.143295,0.00007261586,0.0004307822,0.0003042977,0.02138625],"genre_scores_gemma":[0.001658608,0.000708401,0.0001394048,0.8870245,0.04401261,0.0001193874,0.0001342022,0.0001452626,0.06605774],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8839978,"threshold_uncertainty_score":0.3880661,"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."}}