{"id":"W4390540789","doi":"10.5194/hess-2023-237-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 Waterloo","funders":"","keywords":"Environmental science; 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":[],"consensus_categories":[],"category_scores_codex":[0.002287016,0.0009491036,0.00104519,0.001120276,0.003010215,0.004162078,0.002946301,0.02141467,0.1728129],"category_scores_gemma":[0.02861792,0.0004956479,0.001429311,0.0008003634,0.001840787,0.003615634,0.002583839,0.01952481,0.1150999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00311358,"about_ca_system_score_gemma":0.002871998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005807414,"about_ca_topic_score_gemma":0.006431551,"domain_scores_codex":[0.9976543,0.0004591472,0.0002468487,0.0004665338,0.0007931612,0.0003800993],"domain_scores_gemma":[0.994216,0.002022134,0.0002568265,0.0004087465,0.002239775,0.0008565112],"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":[0.00001182171,0.000003004968,0.00003448307,0.00001400914,0.000002006792,0.00007261302,0.00001103471,0.000005036926,0.00002028919,0.000360861,0.9969298,0.002534998],"study_design_scores_gemma":[0.00001144042,0.000007216276,0.0001442705,0.00005428009,0.00000368778,0.000106432,0.00007236285,0.0000367806,0.00009407262,0.0006151529,0.9988438,0.00001039778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000292972,0.001861033,0.0004311341,0.7462242,0.2144101,0.0001197677,0.001006056,0.0006130576,0.03504163],"genre_scores_gemma":[0.003959532,0.001337317,0.0003135944,0.785733,0.06988937,0.0002281728,0.0004397905,0.0003945587,0.1377047],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1728129,"threshold_uncertainty_score":0.5781169,"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."}}