{"id":"W4407778083","doi":"10.5194/egusphere-2024-2957-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":"McGill University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001645324,0.0008080467,0.0008911378,0.0008543481,0.002183203,0.003054626,0.002850507,0.01833483,0.1681337],"category_scores_gemma":[0.01647878,0.000506854,0.001165446,0.0006484771,0.001511883,0.002799361,0.002053952,0.01645266,0.1159613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002578911,"about_ca_system_score_gemma":0.002180428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005680313,"about_ca_topic_score_gemma":0.007319265,"domain_scores_codex":[0.9984335,0.0002972023,0.0001702651,0.0003117289,0.0005398102,0.0002474847],"domain_scores_gemma":[0.9962514,0.001144819,0.000154584,0.0002604863,0.001480163,0.0007085986],"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":[0.00001079472,0.000002862272,0.00002683708,0.00001385353,0.000001317403,0.00007574501,0.000007397503,0.00000452419,0.00001971345,0.0002127364,0.997618,0.002006117],"study_design_scores_gemma":[0.00001210448,0.000007109732,0.0001729536,0.00005056663,0.000002552782,0.0001023329,0.00005113581,0.00002439501,0.0000612749,0.0003790248,0.9991286,0.000007940273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002912705,0.002331856,0.0002709444,0.6934645,0.2602476,0.0001173888,0.0006665253,0.0004844898,0.04212536],"genre_scores_gemma":[0.003285234,0.001507586,0.0002259311,0.7258974,0.0793433,0.000162522,0.0002971978,0.0002524056,0.1890284],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8318663,"threshold_uncertainty_score":0.5624634,"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."}}