{"id":"W4403818495","doi":"10.5194/egusphere-2024-2502-ac2","title":"Reply on RC2","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002660351,0.0009060265,0.0008677652,0.001257517,0.004028011,0.003714513,0.002755137,0.02011658,0.2609335],"category_scores_gemma":[0.03116464,0.0005464262,0.001189561,0.0009747703,0.001848686,0.004199892,0.003223118,0.01463627,0.1813307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004363513,"about_ca_system_score_gemma":0.005027481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01731732,"about_ca_topic_score_gemma":0.0228367,"domain_scores_codex":[0.99675,0.0006647461,0.0003235663,0.0003756596,0.001379397,0.0005066951],"domain_scores_gemma":[0.9870658,0.00269725,0.0003686939,0.0005884549,0.006934652,0.002345283],"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":[0.000004771024,0.000003267499,0.00003361953,0.00001655347,8.182063e-7,0.0000441837,0.00001876346,0.000002567822,0.00001436137,0.0001228656,0.9978758,0.001862265],"study_design_scores_gemma":[0.000006506454,0.000007797617,0.0002223372,0.00007060161,0.00000185133,0.00006840828,0.0002122263,0.00001374387,0.00003856662,0.0002246498,0.9991238,0.0000095272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003689745,0.001301144,0.0002953463,0.7724081,0.1608706,0.0003147404,0.0006960913,0.0006359004,0.06310915],"genre_scores_gemma":[0.002478373,0.0007814971,0.0002283982,0.6854897,0.03085428,0.000349604,0.0002681041,0.0002807702,0.2792693],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7390665,"threshold_uncertainty_score":0.8729095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06538174524723528,"score_gpt":0.3919166518461711,"score_spread":0.3265349065989359,"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."}}