{"id":"W2771850146","doi":"10.1002/rra.3235","title":"The case of extreme hydrologic drought downstream from reservoirs in Quebec (Canada): The intermittent flow","year":2017,"lang":"en","type":"article","venue":"River Research and Applications","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Environmental science; Flow (mathematics); Streamflow; Hydrology (agriculture); Magnitude (astronomy); Hydroelectricity; Downstream (manufacturing); Geology; Geography; Drainage basin; Ecology; Mechanics; Physics; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000209989,0.0001156191,0.0001116341,0.0005146923,0.001537533,0.0005487219,0.0004082884,0.0003954615,0.001182023],"category_scores_gemma":[0.0008188756,0.00007166215,0.00008783339,0.001315179,0.0004891814,0.0002105493,0.0003359375,0.0003631451,0.00004942887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009265325,"about_ca_system_score_gemma":0.006885819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9657097,"about_ca_topic_score_gemma":0.9860795,"domain_scores_codex":[0.9998488,0.0000167127,0.000005161626,0.000020151,0.00003166448,0.00007746366],"domain_scores_gemma":[0.9994066,0.00008414955,0.000116479,0.00001895861,0.0001989539,0.000174812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001039108,0.00004778557,0.9730887,0.00003186959,0.00003203964,0.005899163,0.002108253,0.001703261,0.002173943,0.0004666515,0.001544715,0.01279965],"study_design_scores_gemma":[0.000003067513,0.00001404081,0.9934695,0.00001113896,0.000007525869,0.0003022719,0.002687475,0.001831632,0.0001870051,0.0000567414,0.001420883,0.000008809959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998001,0.00005434638,0.0001233924,0.0002746287,0.000002136651,0.000008693173,0.0003259925,0.000004984672,0.001204781],"genre_scores_gemma":[0.9993442,0.00002956084,0.00009955989,0.00002761809,0.000001545939,0.000002316939,0.000109502,8.139592e-7,0.0003848941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03429025,"threshold_uncertainty_score":0.06898433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04226261351154423,"score_gpt":0.2938967294638214,"score_spread":0.2516341159522771,"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."}}