{"id":"W2767259393","doi":"10.2166/nh.2017.024","title":"Future streamflow simulation in a snow-dominated Rocky Mountain headwater catchment","year":2017,"lang":"en","type":"article","venue":"Hydrology research","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Streamflow; Environmental science; Hydrology (agriculture); Precipitation; Drainage basin; Snow; Climate change; Catchment hydrology; Snowmelt; Soil and Water Assessment Tool; Climatology; Geology; Geography; Meteorology; 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":[0.0003409415,0.0003662823,0.0003284358,0.000321341,0.0007204665,0.0007964342,0.000829215,0.0009249781,0.00192745],"category_scores_gemma":[0.0007417727,0.0002308287,0.0005163752,0.0006003616,0.0003755159,0.0004090811,0.0004062105,0.0004797811,0.0001338078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905831,"about_ca_system_score_gemma":0.001548565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.173339,"about_ca_topic_score_gemma":0.1308017,"domain_scores_codex":[0.999879,0.00003502548,0.000005280881,0.0000259972,0.00001525915,0.00003944745],"domain_scores_gemma":[0.9996175,0.0001335061,0.00003580202,0.00002084891,0.00009739176,0.00009508733],"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":[0.0001483485,0.0002426794,0.03678177,0.00001697124,0.0000485483,0.0002954404,0.00008565251,0.957824,0.00118859,0.0005620401,0.0008081011,0.001997864],"study_design_scores_gemma":[0.00008680679,0.00005939014,0.01036032,0.000003112634,0.00001252085,0.00001044081,0.0001013883,0.9887146,0.0002444922,0.0001364846,0.0002634692,0.000007058167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978254,0.00001294081,0.0004930028,0.0000631221,0.000004641724,0.00002004023,0.0005001908,0.00004591946,0.001034764],"genre_scores_gemma":[0.9975334,0.0000193478,0.001154975,0.00002206167,0.000004606384,0.00003027338,0.0006829242,0.000007421253,0.0005449092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.173339,"threshold_uncertainty_score":0.34466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03724361225880362,"score_gpt":0.3540055361222615,"score_spread":0.3167619238634579,"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."}}