{"id":"W4399741196","doi":"10.1029/2022wr034326","title":"Climate Driven Trends in Historical Extreme Low Streamflows on Four Continents","year":2024,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Saskatchewan","funders":"HORIZON EUROPE Marie Sklodowska-Curie Actions; Natural Environment Research Council; Sight Research UK","keywords":"Climatology; Environmental science; Pacific decadal oscillation; Extreme Cold; El Niño Southern Oscillation; Climate change; Period (music); Geology; Oceanography","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":[0.000789624,0.0001484592,0.0002484543,0.001327329,0.0002686047,0.000538031,0.0002026663,0.0001575985,0.0008121287],"category_scores_gemma":[0.001297241,0.0001018993,0.0003949119,0.001463084,0.0002571238,0.0003903565,0.0005402309,0.000197318,0.0001029361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002486344,"about_ca_system_score_gemma":0.0002202472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009358648,"about_ca_topic_score_gemma":0.01327764,"domain_scores_codex":[0.9997795,0.00004735558,0.00002669145,0.00007400763,0.00003649858,0.00003600953],"domain_scores_gemma":[0.9988419,0.0002017402,0.0004427346,0.00009861077,0.0002859578,0.0001290434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002288729,0.000008519369,0.9964054,0.0000141891,0.00007979281,0.00002534191,0.0002107556,0.0002168551,0.0004698861,0.0000466678,0.0001262344,0.002373626],"study_design_scores_gemma":[3.52453e-7,0.000004086849,0.9996287,0.000001903149,0.00000671509,0.000008885366,0.00006529218,0.0001368477,0.0000314282,0.000006249948,0.0001085164,9.811403e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989614,0.00006794604,0.00007003472,0.00001739068,0.000002752815,0.000001938714,0.0005590604,0.000004497969,0.0003148659],"genre_scores_gemma":[0.9986327,0.0000479733,0.0001443612,0.000008646116,0.000005810626,0.000004659846,0.001062958,0.000002398963,0.00009038601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009358648,"threshold_uncertainty_score":0.01860833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06987172304994843,"score_gpt":0.3095479583515312,"score_spread":0.2396762353015828,"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."}}