{"id":"W4399249067","doi":"10.47884/jweam.v4i2pp01-19","title":"Assessment of the Effect of Climate Change on the Hydrology in Seti Gandaki River Basin : A Case Study of Seti Khola Hydropower Project","year":2023,"lang":"en","type":"article","venue":"Journal of Water Engineering and Management","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downscaling; Hydropower; Climate change; Environmental science; Precipitation; Representative Concentration Pathways; Climatology; SWAT model; Drainage basin; Hydrology (agriculture); Soil and Water Assessment Tool; Climate model; Meteorology; Streamflow; Geology; Geography","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":[0.0004666381,0.0002264685,0.0002262751,0.0008905441,0.0006598187,0.0008872088,0.0007207625,0.0006907475,0.001000813],"category_scores_gemma":[0.000687381,0.0001766884,0.0004696948,0.001610785,0.0005517753,0.0006801928,0.0005654354,0.0004696699,0.00006537474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00272049,"about_ca_system_score_gemma":0.001355058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.107678,"about_ca_topic_score_gemma":0.1579831,"domain_scores_codex":[0.9997486,0.00008609309,0.00001351681,0.00003327872,0.00004572915,0.00007270183],"domain_scores_gemma":[0.9995758,0.00017657,0.00005537285,0.00002851905,0.00008943968,0.00007416917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000242136,0.0009156995,0.7994163,0.0003526278,0.0003952906,0.03066923,0.005424747,0.09459002,0.006535886,0.005707675,0.006872562,0.04887774],"study_design_scores_gemma":[0.00004473354,0.0001782148,0.8951502,0.00005915288,0.0001155385,0.0009969006,0.01172512,0.08441964,0.001536474,0.001150363,0.004552654,0.00007091722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965731,0.00007529589,0.0002048297,0.0002640289,0.000004227567,0.00002719821,0.0003701245,0.00001554801,0.002465582],"genre_scores_gemma":[0.9987191,0.0001154364,0.0003688979,0.00002800847,0.000004072642,0.00001889528,0.0002377131,0.000004476378,0.0005034385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.107678,"threshold_uncertainty_score":0.2141025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108187256442146,"score_gpt":0.2484065114980294,"score_spread":0.2375877858538148,"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."}}