{"id":"W4407251212","doi":"10.5194/egusphere-2024-3625-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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00187353,0.0008635832,0.0009188653,0.0008883211,0.002444966,0.003529669,0.002881714,0.01721897,0.2382115],"category_scores_gemma":[0.01891625,0.000461888,0.001185592,0.0006543039,0.00146656,0.002724305,0.002189647,0.01491166,0.164073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002776096,"about_ca_system_score_gemma":0.00219452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005959131,"about_ca_topic_score_gemma":0.006777162,"domain_scores_codex":[0.9981421,0.0003567473,0.0001804512,0.0003602769,0.0006480243,0.0003123604],"domain_scores_gemma":[0.9956696,0.0012727,0.0001631958,0.0003470608,0.001860653,0.0006867649],"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":[0.00001207237,0.000003325887,0.00002791157,0.00001291634,0.000001419718,0.00005772882,0.000006627607,0.000004245846,0.00002238258,0.0002278888,0.9976227,0.002000653],"study_design_scores_gemma":[0.00001189029,0.000007011426,0.0001617008,0.00004360273,0.000002411346,0.00006103959,0.00004301963,0.00002616539,0.00007340987,0.0003557082,0.999207,0.000007091111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000360174,0.001613504,0.0003366096,0.647869,0.2787747,0.0001797365,0.001094488,0.0007506009,0.0690211],"genre_scores_gemma":[0.00391835,0.001009272,0.000249972,0.6410758,0.07471604,0.0002259671,0.0004542973,0.0004118053,0.2779385],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7617885,"threshold_uncertainty_score":0.796897,"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."}}