{"id":"W4200255141","doi":"10.5194/hess-2021-260-rc2","title":"Comment on hess-2021-260","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":"Global Institute for Water Security; University of Saskatchewan; University of Victoria","funders":"Aalto-Yliopisto; European Commission","keywords":"Streamflow; Environmental science; Ecosystem; Discharge; Safeguarding; Flow (mathematics); Hydrology (agriculture); Drainage basin; Climatology; Geography; Ecology; Biology; Mathematics; Geology","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":[0.003686578,0.001216277,0.001302473,0.001361591,0.00211486,0.006197438,0.003090124,0.02228966,0.1444079],"category_scores_gemma":[0.01431988,0.0006303317,0.001914335,0.002600059,0.001497426,0.003649569,0.002508108,0.01093381,0.1076683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003384325,"about_ca_system_score_gemma":0.007426247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03308724,"about_ca_topic_score_gemma":0.02387947,"domain_scores_codex":[0.9973028,0.0003251681,0.0001899814,0.0003136244,0.001360053,0.0005083944],"domain_scores_gemma":[0.995528,0.001408454,0.0001776747,0.0005546527,0.001900932,0.0004301938],"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":[0.00004201225,0.000008628501,0.00009006551,0.00008432967,0.000004148307,0.00008220479,0.00001506958,0.0001252109,0.0001017471,0.003473435,0.9913939,0.004579179],"study_design_scores_gemma":[0.00002138195,0.000008233405,0.0006729818,0.00008546242,0.000005152933,0.00003312978,0.00004051097,0.000155213,0.0001765677,0.00313187,0.9956406,0.00002891467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0014949,0.003023419,0.001800244,0.4632557,0.132794,0.0004151989,0.06359041,0.003531867,0.3300942],"genre_scores_gemma":[0.01616701,0.002124937,0.002268615,0.548674,0.02799509,0.001111789,0.02017733,0.001274154,0.3802071],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1444079,"threshold_uncertainty_score":0.4830927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613760828409224,"score_gpt":0.2747519700934639,"score_spread":0.2486143618093717,"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."}}