{"id":"W2079848511","doi":"10.1061/41143(394)9","title":"Incorporating Climate Change Impacts into the Columbia River Treaty 2014/2024 Review","year":2010,"lang":"en","type":"article","venue":"","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snowpack; Treaty; Climate change; Snowmelt; Flood myth; Environmental science; Surface runoff; Water resources; Snow; Flood control; Global warming; Spring (device); Climatology; Environmental resource management; Geography; Meteorology; Political science; Engineering; Law; Oceanography; Geology; Archaeology","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":[0.002974726,0.0008322309,0.0009430724,0.004551398,0.000783113,0.002336347,0.001430411,0.001560313,0.008170162],"category_scores_gemma":[0.005725065,0.0003525255,0.0009045342,0.005111199,0.0008047479,0.001909324,0.0009447838,0.001990747,0.0009731798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005635556,"about_ca_system_score_gemma":0.02224708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07745608,"about_ca_topic_score_gemma":0.1322225,"domain_scores_codex":[0.9988555,0.0002527734,0.0001156813,0.0000825545,0.0005773187,0.0001161972],"domain_scores_gemma":[0.9974745,0.001070089,0.0002931158,0.00004440674,0.0009829313,0.0001350314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005184758,0.00007647763,0.0004728598,0.04172556,0.0002510251,0.0001824542,0.0001910846,0.004149375,0.0005093311,0.0298679,0.1689861,0.753536],"study_design_scores_gemma":[0.000005702706,0.00003815968,0.001065375,0.02768669,0.0001442221,0.00006922445,0.000102096,0.0002406822,0.0001607746,0.002840752,0.9676198,0.00002649741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0002221386,0.986353,0.0002475277,0.003491386,0.001073529,0.00003124551,0.0002076603,0.00001119602,0.008362315],"genre_scores_gemma":[0.002594772,0.993968,0.0002446272,0.001131444,0.0004005244,0.00002952055,0.000144219,0.000004426176,0.001482547],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9225439,"threshold_uncertainty_score":0.1540105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357705798492337,"score_gpt":0.243942477657411,"score_spread":0.2303654196724876,"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."}}