{"id":"W4407291519","doi":"10.5194/egusphere-2024-1781-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":[0.002606477,0.001070384,0.001093313,0.00110809,0.002920391,0.004785258,0.003350201,0.02510854,0.1494431],"category_scores_gemma":[0.02602899,0.0006103026,0.001565461,0.0008549984,0.002318694,0.004244531,0.002579173,0.02354227,0.121468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003521097,"about_ca_system_score_gemma":0.003657801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008513299,"about_ca_topic_score_gemma":0.008953077,"domain_scores_codex":[0.9975217,0.0004121502,0.0002472468,0.0004935874,0.0009350383,0.0003902532],"domain_scores_gemma":[0.9935168,0.001768457,0.0002387822,0.0004879414,0.002889608,0.001098446],"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":[0.000008851508,0.000004042884,0.00003132367,0.00001423452,0.000001619073,0.00005431776,0.000009350455,0.000004711723,0.00002049193,0.0002819424,0.997287,0.002282125],"study_design_scores_gemma":[0.000009387764,0.000006923615,0.0001542357,0.00004727454,0.00000256436,0.00006450938,0.00005344828,0.00002179041,0.00005606382,0.0004167584,0.9991581,0.000008822531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002223055,0.001850355,0.0002378349,0.7107969,0.2552816,0.0001107274,0.0005882978,0.0004239755,0.03048794],"genre_scores_gemma":[0.002244119,0.001231634,0.0002460695,0.7848418,0.07918099,0.0001717582,0.0002403909,0.0002569938,0.1315862],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1494431,"threshold_uncertainty_score":0.4999371,"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."}}