{"id":"W4410765192","doi":"10.5194/egusphere-2024-3409-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":[0.002931157,0.0008770566,0.0009090053,0.00122237,0.002279899,0.004022961,0.00271058,0.02195142,0.1046543],"category_scores_gemma":[0.03636236,0.000508071,0.00134561,0.0008387011,0.00212832,0.004124482,0.002400081,0.02082647,0.087272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002912351,"about_ca_system_score_gemma":0.002975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007290217,"about_ca_topic_score_gemma":0.006532766,"domain_scores_codex":[0.9976268,0.000418156,0.0002721157,0.0004987175,0.0008408181,0.0003434043],"domain_scores_gemma":[0.9908996,0.003565986,0.0003336073,0.0005550655,0.003430463,0.001215348],"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":[0.000009500039,0.000002705183,0.000034571,0.00001410631,0.000001633043,0.00005870259,0.00001044076,0.000004349426,0.00002129783,0.0002925466,0.9974361,0.002113969],"study_design_scores_gemma":[0.00001116666,0.000007166639,0.0001708769,0.00007042874,0.000003722932,0.0001330995,0.0000623568,0.00002649098,0.00008993116,0.0006678501,0.9987442,0.00001268115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001983707,0.001493676,0.0003667749,0.7854397,0.1969479,0.00006492442,0.0008273144,0.0004026652,0.01425874],"genre_scores_gemma":[0.002231553,0.001173531,0.0002666393,0.8637042,0.08094852,0.0001220249,0.0003030724,0.0002585552,0.05099189],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8953457,"threshold_uncertainty_score":0.3501037,"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."}}