{"id":"W4281483264","doi":"10.3390/w14101658","title":"Special Issue: Hydrological Extremes in a Warming Climate: Nonstationarity, Uncertainties and Impacts","year":2022,"lang":"en","type":"article","venue":"Water","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Victoria; Environment and Climate Change Canada","funders":"","keywords":"Environmental science; Climatology; Water cycle; Climate change; Climate extremes; Global warming; Geology; Oceanography; Ecology","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":[0.003034101,0.003336812,0.005093191,0.004030096,0.002328326,0.008104403,0.003029563,0.009422113,0.0475719],"category_scores_gemma":[0.008808303,0.0009875562,0.002521916,0.002289118,0.00189729,0.003246571,0.002096405,0.006157379,0.01827996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562429,"about_ca_system_score_gemma":0.002393437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254802,"about_ca_topic_score_gemma":0.002394557,"domain_scores_codex":[0.9986302,0.000205821,0.0002442325,0.0002799416,0.0004679607,0.0001718269],"domain_scores_gemma":[0.9878955,0.00460981,0.001020926,0.0004146814,0.00387743,0.002181662],"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":[0.00008964965,0.00006630586,0.0003733342,0.0006136133,0.00004596199,0.0002772315,0.00002277789,0.0001260927,0.0001750578,0.0003793785,0.984027,0.01380357],"study_design_scores_gemma":[0.0001315359,0.0002211376,0.006479918,0.001097197,0.0001802415,0.001669912,0.0001814764,0.0009589639,0.0003509035,0.00375235,0.9849124,0.00006396379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005467727,0.01375777,0.0005347402,0.03047136,0.9478065,0.0000705819,0.0004231356,0.0001323373,0.006256731],"genre_scores_gemma":[0.00118618,0.007612862,0.000138537,0.005534449,0.9771233,0.00004074211,0.0002499158,0.00005770064,0.008056301],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0475719,"threshold_uncertainty_score":0.1591439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264878703316076,"score_gpt":0.2293654342153405,"score_spread":0.2167166471821797,"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."}}