{"id":"W4413273922","doi":"10.5194/egusphere-2025-297-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":[],"consensus_categories":[],"category_scores_codex":[0.003042531,0.0009515238,0.0009976884,0.0009524775,0.003159869,0.00509366,0.00311848,0.02571665,0.2025018],"category_scores_gemma":[0.02839977,0.000630934,0.001576755,0.0008341523,0.001990852,0.003932814,0.002730901,0.02276889,0.1796601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003781191,"about_ca_system_score_gemma":0.004216567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009276608,"about_ca_topic_score_gemma":0.009916202,"domain_scores_codex":[0.9968838,0.0005032279,0.0002885852,0.0005509335,0.001231146,0.0005422891],"domain_scores_gemma":[0.9925443,0.001910176,0.000227258,0.0005657474,0.00356124,0.001191333],"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":[0.000008225222,0.000003923643,0.00002464541,0.00001270962,0.000001392006,0.00003569907,0.000009331951,0.000004422536,0.00002237874,0.0003398293,0.9976883,0.00184929],"study_design_scores_gemma":[0.000007724927,0.000005851614,0.0001199008,0.0000386907,0.000002052255,0.00003674848,0.00004643792,0.00001495883,0.00005396976,0.0003633468,0.999303,0.000007204599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002638531,0.001553683,0.0003566164,0.7325855,0.2121299,0.0001532084,0.0008882855,0.000612145,0.05145674],"genre_scores_gemma":[0.002104625,0.0007933511,0.0002524149,0.7726877,0.04233089,0.0001970601,0.0003045175,0.0003616228,0.1809678],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2025018,"threshold_uncertainty_score":0.6774359,"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."}}