{"id":"W4321851489","doi":"10.5194/essd-2022-433-rc2","title":"Comment on essd-2022-433","year":2023,"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":"","funders":"Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences; Université de Liège; Nuclear Safety and Security Commission; U.S. Geological Survey; University of Tokyo; Bangor University; Chinese Academy of Sciences; McGill University; National Aeronautics and Space Administration","keywords":"Hydrography; Drainage basin; Hydrology (agriculture); Drainage; Lake ecosystem; Fluvial; Flow routing; Geology; Discharge; Environmental science; Oceanography; Ecosystem; Structural basin; Ecology; Geography; Geomorphology; Cartography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00178618,0.0006283847,0.0008196567,0.0009116508,0.002332507,0.003487956,0.002066066,0.02128554,0.3300228],"category_scores_gemma":[0.01167681,0.0004405865,0.00120802,0.001139999,0.001224585,0.002277596,0.002075161,0.009780842,0.241725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002338362,"about_ca_system_score_gemma":0.002404898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01863877,"about_ca_topic_score_gemma":0.02785016,"domain_scores_codex":[0.998647,0.0001115579,0.0001435384,0.0001610944,0.0006446774,0.000292075],"domain_scores_gemma":[0.9967259,0.0009938349,0.0001166678,0.0002174565,0.001381187,0.0005649685],"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":[0.00001830619,0.000006376428,0.00005268572,0.00002794717,9.929179e-7,0.0000687405,0.000007447552,0.000007779739,0.000031731,0.0005777581,0.9964147,0.002785461],"study_design_scores_gemma":[0.00001511344,0.000008061631,0.000282215,0.00006909062,0.00000148302,0.00002181033,0.00002739179,0.00002091032,0.00004859009,0.0004495326,0.9990496,0.00000623916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006699266,0.001505828,0.0006211813,0.3946705,0.2415033,0.0004102701,0.01239232,0.002018748,0.3462079],"genre_scores_gemma":[0.002591904,0.0006659591,0.0002352323,0.4235399,0.02355315,0.0002651364,0.002264798,0.000377519,0.5465065],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3300228,"threshold_uncertainty_score":0.9556412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03209873090774346,"score_gpt":0.2844648731958151,"score_spread":0.2523661422880717,"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."}}