{"id":"W4394616102","doi":"10.5194/hess-2023-309-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 Toronto","funders":"Canadian Space Agency; National Aeronautics and Space Administration","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002538299,0.0009977273,0.001038459,0.001024122,0.002952845,0.004629424,0.003324704,0.02250188,0.1764906],"category_scores_gemma":[0.02345036,0.0005680532,0.001380562,0.0009106224,0.00214415,0.003570385,0.002472034,0.02073273,0.1388223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00347936,"about_ca_system_score_gemma":0.003469124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008064306,"about_ca_topic_score_gemma":0.009493426,"domain_scores_codex":[0.9973871,0.0004583672,0.0002391101,0.0005223948,0.0009845075,0.0004085096],"domain_scores_gemma":[0.9942147,0.001590229,0.0002091287,0.00049081,0.002551176,0.0009438987],"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":[0.000007948252,0.000002754447,0.00002317124,0.00001202531,0.000001310897,0.00004138523,0.000006862449,0.000003636713,0.00001585978,0.0002833478,0.997596,0.002005745],"study_design_scores_gemma":[0.000008148073,0.000005370192,0.0001341488,0.00003908502,0.000002092032,0.00004695559,0.00004470611,0.0000174352,0.00005055301,0.0003917023,0.9992531,0.000006800903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002164383,0.001947759,0.0002703615,0.6928322,0.2566245,0.0001223788,0.0006812993,0.0004896724,0.04681537],"genre_scores_gemma":[0.002386133,0.0011713,0.0002360648,0.7499676,0.06622691,0.0001876161,0.0002756968,0.0002887399,0.1792599],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1764906,"threshold_uncertainty_score":0.5904198,"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."}}