{"id":"W4205329648","doi":"10.5194/hess-2021-244-rc1","title":"Comment on hess-2021-244","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Environmental science; Precipitation; Sampling (signal processing); Hydrological modelling; Snow; Hydrology (agriculture); Climatology; Meteorology; Geology; Geography; 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":[0.001345825,0.0008120218,0.0008283361,0.001143412,0.001331084,0.004591211,0.00166639,0.009060384,0.256322],"category_scores_gemma":[0.006759265,0.000400496,0.001192837,0.002231463,0.000827805,0.002449804,0.001510137,0.005208298,0.1424901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002486557,"about_ca_system_score_gemma":0.002826401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02777334,"about_ca_topic_score_gemma":0.02236684,"domain_scores_codex":[0.9990094,0.0001107138,0.00007047944,0.0001209708,0.0005136885,0.0001748206],"domain_scores_gemma":[0.9979271,0.0005025808,0.00009091732,0.0002851942,0.001039203,0.0001550116],"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":[0.00002220568,0.000003655178,0.00004818474,0.00005066528,0.00000210448,0.0000349761,0.000008024535,0.00005427236,0.00006315971,0.001119352,0.9960517,0.00254164],"study_design_scores_gemma":[0.00001824122,0.000005466904,0.0007601103,0.00006641564,0.000003462782,0.00001334375,0.00004199958,0.00009701888,0.0001798888,0.001055949,0.9977447,0.00001344506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001442529,0.001962559,0.001413011,0.2633732,0.1659434,0.0004289812,0.08370378,0.004010342,0.4777221],"genre_scores_gemma":[0.01973547,0.002270099,0.001497174,0.2316057,0.03279245,0.0007897922,0.02705795,0.001941102,0.6823103],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.256322,"threshold_uncertainty_score":0.8574825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03249445340146907,"score_gpt":0.274221010078212,"score_spread":0.241726556676743,"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."}}