{"id":"W4412001579","doi":"10.5194/egusphere-2025-1111-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":"University of Waterloo","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":[],"consensus_categories":[],"category_scores_codex":[0.00227216,0.001010283,0.001050416,0.001021437,0.003079639,0.004653197,0.003224922,0.02527731,0.1571303],"category_scores_gemma":[0.01884264,0.0006426445,0.001416046,0.0008909841,0.002181127,0.003604127,0.002632707,0.02311575,0.1263737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003919211,"about_ca_system_score_gemma":0.003362941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016762,"about_ca_topic_score_gemma":0.01391581,"domain_scores_codex":[0.9978086,0.0003359738,0.0002031032,0.000426722,0.0008752206,0.000350377],"domain_scores_gemma":[0.9946048,0.001486149,0.0002121938,0.0004281767,0.002269451,0.0009991671],"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":[0.000007912467,0.000003368631,0.00002480605,0.00001200241,0.00000135347,0.00004255602,0.000006116742,0.000003793252,0.00001739439,0.0002373788,0.9977476,0.001895774],"study_design_scores_gemma":[0.000009397111,0.000005099468,0.000165037,0.00003623819,0.000002010701,0.00003986494,0.00003831373,0.00001660502,0.00003958441,0.0003341494,0.9993063,0.000007342869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001934558,0.001701012,0.0002177481,0.6959863,0.2629153,0.0001089619,0.000544838,0.0004347496,0.03789772],"genre_scores_gemma":[0.001840642,0.0008923994,0.0002035031,0.7589231,0.07238866,0.0001609865,0.0002044107,0.0002080985,0.1651782],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1571303,"threshold_uncertainty_score":0.5256532,"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."}}