{"id":"W4408569197","doi":"10.5194/egusphere-2024-4036-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":[0.001545953,0.0008250259,0.0008912287,0.0009099992,0.002197833,0.003241767,0.002675168,0.01804806,0.2039241],"category_scores_gemma":[0.01857523,0.000464625,0.001170546,0.0006681574,0.001559297,0.003269122,0.002205678,0.01663452,0.1429909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002474738,"about_ca_system_score_gemma":0.002159532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005888182,"about_ca_topic_score_gemma":0.007620742,"domain_scores_codex":[0.9983454,0.0002823603,0.0001791891,0.0003303293,0.0005952731,0.0002673635],"domain_scores_gemma":[0.995941,0.001172799,0.0001729424,0.0002908045,0.001698261,0.000724131],"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":[0.00001087565,0.000003650047,0.0000331543,0.00001485063,0.000001445299,0.0000880411,0.000009061142,0.000005076591,0.00002155765,0.0002551546,0.9968795,0.002677668],"study_design_scores_gemma":[0.000008704571,0.000006100338,0.0001422074,0.00004745657,0.000002144846,0.0000949122,0.00005021451,0.00002206271,0.00005522143,0.0003668368,0.9991971,0.000006944994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003359404,0.002497968,0.0003494497,0.6710042,0.2708784,0.0001407854,0.0008210564,0.0006931996,0.05327887],"genre_scores_gemma":[0.003644982,0.001442568,0.0002696543,0.691186,0.07528033,0.0001753635,0.0003531742,0.000347535,0.2273004],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2039241,"threshold_uncertainty_score":0.6821941,"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."}}