{"id":"W4413012072","doi":"10.5194/egusphere-2025-644-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":"St. Francis Xavier University; Memorial University of Newfoundland","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":[0.002005564,0.0008845786,0.0009682158,0.001094623,0.002806204,0.004159198,0.002892201,0.01981191,0.2293009],"category_scores_gemma":[0.02762152,0.000473573,0.001250999,0.0007429977,0.001737769,0.003555898,0.002498368,0.01694717,0.1498351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002860114,"about_ca_system_score_gemma":0.002880222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005970827,"about_ca_topic_score_gemma":0.007068994,"domain_scores_codex":[0.9978276,0.000410618,0.0002166976,0.0004221843,0.0007583043,0.0003645083],"domain_scores_gemma":[0.9940457,0.001813212,0.0002315083,0.0004150607,0.002545289,0.0009492135],"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":[0.00001193073,0.000003815959,0.00003953433,0.00001593427,0.000001598681,0.00008973946,0.00001255953,0.000005503645,0.00002281811,0.0003146889,0.9965118,0.002970072],"study_design_scores_gemma":[0.000008408107,0.000007417545,0.0001245334,0.00005172706,0.000002580612,0.0001065616,0.00007560775,0.00002768048,0.00007863822,0.0004233587,0.9990853,0.0000080479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004153583,0.00208456,0.0005151717,0.6886753,0.2454276,0.0001803648,0.001184592,0.000882485,0.06063458],"genre_scores_gemma":[0.004461747,0.001418505,0.0003571085,0.6889505,0.06408584,0.0002396914,0.000453078,0.0004741551,0.2395594],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2293009,"threshold_uncertainty_score":0.7670881,"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."}}