{"id":"W2150129171","doi":"10.1002/hyp.10567","title":"Hydrological regime changes in a Canadian Prairie basin","year":2015,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":213,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Snowmelt; Surface runoff; Hydrology (agriculture); Environmental science; Streamflow; Precipitation; Drainage basin; Water year; Groundwater; Structural basin; Flood myth; Climate change; Surface water; Runoff model; Geology; Ecology; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007801682,0.0002381277,0.0003072441,0.0001048272,0.0001552509,0.00002519427,0.0004106019,0.0002376047,0.001135458],"category_scores_gemma":[0.0008650672,0.0001730217,0.00002864331,0.0005666657,0.0006103316,0.0001824881,0.0003279485,0.0002609233,0.001295225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002064346,"about_ca_system_score_gemma":0.00005507544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04145541,"about_ca_topic_score_gemma":0.537456,"domain_scores_codex":[0.9978889,0.0001358,0.0002091271,0.0005917093,0.0002578867,0.0009165954],"domain_scores_gemma":[0.9991729,0.00009509901,0.00005944833,0.0002075961,0.00001437293,0.00045056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000157391,0.0002478612,0.9619066,0.0000248982,0.00002138768,0.0006148831,0.0007510062,0.004278803,0.0000353222,0.000412914,0.03072195,0.0008270231],"study_design_scores_gemma":[0.001485811,0.001423612,0.1227847,0.00002176803,0.00004121519,0.00005988317,0.000192487,0.002267523,0.0003148169,0.04208574,0.8284659,0.0008564616],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8215573,0.0002179855,0.00002994415,0.046076,0.00009577295,0.0003570313,0.000003231376,0.0001432059,0.1315195],"genre_scores_gemma":[0.9912742,0.00004919347,0.0001588505,0.007265813,0.00005258737,0.0001190889,0.000009574585,0.00001025801,0.001060391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8391218,"threshold_uncertainty_score":0.9997776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03395346589960314,"score_gpt":0.2437443123824453,"score_spread":0.2097908464828422,"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."}}