{"id":"W4409161689","doi":"10.5194/hess-2024-302-ac1","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":"Fonds de recherche du Québec – Nature et technologies; China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Environmental science; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002410182,0.001050077,0.001183163,0.001135326,0.002925017,0.004202,0.003538522,0.02701951,0.1278738],"category_scores_gemma":[0.02459515,0.000646883,0.00151483,0.0008956698,0.002216981,0.003888466,0.002651708,0.02536083,0.1075885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003064955,"about_ca_system_score_gemma":0.003123504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006694963,"about_ca_topic_score_gemma":0.007980837,"domain_scores_codex":[0.9976276,0.0004728351,0.0002554094,0.0004637894,0.0008222369,0.0003581838],"domain_scores_gemma":[0.9939528,0.001813013,0.0002544788,0.0004112137,0.002550104,0.001018328],"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":[0.000007893682,0.000003134729,0.00003441255,0.00001224075,0.000001688428,0.00007338936,0.000009763276,0.000004061839,0.00001742662,0.0002286064,0.9977842,0.001823299],"study_design_scores_gemma":[0.00001101275,0.000007533136,0.0001696901,0.00005292846,0.000003281472,0.0001202054,0.00007113532,0.00002570767,0.00005975269,0.0004740006,0.9989942,0.00001060843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002053812,0.001568309,0.0002127635,0.7791512,0.1962242,0.000081103,0.0004560691,0.0003883599,0.02171265],"genre_scores_gemma":[0.00204067,0.0009125247,0.0002004317,0.8444293,0.06042864,0.0001435508,0.0001841742,0.0001993883,0.09146135],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8721262,"threshold_uncertainty_score":0.4277804,"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."}}