{"id":"W4406479097","doi":"10.5194/hess-29-291-2025","title":"The effect of climate change on the simulated streamflow of six Canadian rivers based on the CanRCM4 regional climate model","year":2025,"lang":"en","type":"article","venue":"Hydrology and earth system sciences","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Streamflow; Environmental science; Climate change; Climatology; Stream flow; Climate model; Hydrology (agriculture); Geography; Geology; Drainage basin; Oceanography","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":[0.0005765626,0.0008185488,0.0004277497,0.0005974666,0.001080099,0.0008510996,0.001666665,0.0007943775,0.001738456],"category_scores_gemma":[0.001244713,0.0003514607,0.00101977,0.001164299,0.0004752654,0.0003470117,0.0003214969,0.0006880151,0.0001827271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01405396,"about_ca_system_score_gemma":0.0112846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9688029,"about_ca_topic_score_gemma":0.9674704,"domain_scores_codex":[0.9996691,0.00006276157,0.00001336592,0.00006264443,0.00009084372,0.0001013639],"domain_scores_gemma":[0.9993488,0.000107866,0.00003917852,0.00003289147,0.0003866482,0.00008453518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002347658,0.0001021619,0.04058556,0.00007584027,0.0001832747,0.00009196666,0.00004460929,0.9476412,0.001874399,0.0008547073,0.003672227,0.004639354],"study_design_scores_gemma":[0.0001964426,0.00008552298,0.06560266,0.00002048128,0.00016635,0.00002202638,0.0001197562,0.9277982,0.00185718,0.0002128024,0.003836404,0.00008223009],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97996,0.0002300872,0.001074453,0.0004667682,0.00005007231,0.00004976055,0.009033475,0.0002905087,0.008844937],"genre_scores_gemma":[0.9914094,0.0001603086,0.001948459,0.00007576516,0.000006841597,0.0000351188,0.005200563,0.0000301115,0.001133526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03119707,"threshold_uncertainty_score":0.1019691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347936996891218,"score_gpt":0.2169073975871953,"score_spread":0.2034280276182831,"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."}}