{"id":"W183270053","doi":"10.15760/etd.979","title":"Climate Change Impacts on Precipitation Extremes over the Columbia River Basin Based on Downscaled CMIP5 Climate Scenarios","year":2000,"lang":"en","type":"report","venue":"","topic":"Climate variability and models","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Energy","keywords":"Precipitation; Environmental science; Climatology; Climate change; Climate extremes; Drainage basin; Structural basin; Geography; Meteorology; Geology; Oceanography; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004175999,0.0005426552,0.0002475371,0.0005210526,0.0004304588,0.0005966085,0.0005645485,0.0004585797,0.0009447082],"category_scores_gemma":[0.001056265,0.0002516859,0.0005795325,0.0008263257,0.0002593572,0.0003854375,0.0003994162,0.0005116272,0.00007643186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001844702,"about_ca_system_score_gemma":0.001370401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.341908,"about_ca_topic_score_gemma":0.3187587,"domain_scores_codex":[0.9998503,0.00003843415,0.000009031122,0.00003706929,0.00002605301,0.00003903341],"domain_scores_gemma":[0.9997209,0.00008123223,0.00002884021,0.00003079014,0.00009160707,0.00004659697],"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":[0.0002183018,0.00009956152,0.1290775,0.00004693638,0.0002098403,0.0002761739,0.0000431123,0.8596012,0.001602141,0.0005293273,0.001762633,0.006533344],"study_design_scores_gemma":[0.00008085707,0.00004826272,0.152031,0.00001842481,0.000089805,0.00003264828,0.0001192043,0.8455168,0.0008994316,0.0003489546,0.0007779417,0.00003664062],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964998,0.0000596825,0.0003126001,0.0001013198,0.00001036902,0.00001009412,0.001687118,0.0000499196,0.00126909],"genre_scores_gemma":[0.9975718,0.00004270544,0.0003469053,0.00001346561,0.000002764818,0.00001097554,0.001847228,0.000006656654,0.0001574328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.341908,"threshold_uncertainty_score":0.6798358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04393944798180396,"score_gpt":0.2777069023288083,"score_spread":0.2337674543470043,"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."}}