{"id":"W2590118309","doi":"10.17660/actahortic.2015.1068.26","title":"MODELING REGIONAL WATER DEMAND FOR CURRENT AND FUTURE CLIMATE IN THE OKANAGAN BASIN, BRITISH COLUMBIA, CANADA","year":2015,"lang":"en","type":"article","venue":"Acta Horticulturae","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Current (fluid); Structural basin; Climate change; Geography; Water resource management; Environmental science; Geology; Oceanography; Geomorphology","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":[0.0004312133,0.0005615976,0.0004697629,0.0007915323,0.001834607,0.001820092,0.001660041,0.001066089,0.003006086],"category_scores_gemma":[0.001850622,0.0006236923,0.0006292504,0.00156737,0.0007111704,0.0006114545,0.0005050481,0.000890729,0.0002209939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0308668,"about_ca_system_score_gemma":0.02030052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956298,"about_ca_topic_score_gemma":0.997101,"domain_scores_codex":[0.9997955,0.00003586544,0.00001104824,0.00005075198,0.00003149634,0.00007538866],"domain_scores_gemma":[0.9992631,0.0002175533,0.00003807739,0.00002827823,0.0003347902,0.0001181834],"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":[0.0001914244,0.000146716,0.09195915,0.00005277126,0.0001537051,0.0002100825,0.0001979083,0.8956181,0.000621421,0.001069995,0.003792306,0.005986423],"study_design_scores_gemma":[0.00009246685,0.00002558684,0.05987819,0.0000279895,0.00007641108,0.00002588314,0.001097697,0.9355693,0.0003785497,0.0004534961,0.002325734,0.00004859254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926582,0.0001424358,0.0003743616,0.0003723556,0.00001495631,0.0000258817,0.002353096,0.00004894412,0.004009756],"genre_scores_gemma":[0.9940202,0.000163096,0.0008483526,0.00004867576,0.00000351879,0.00002421484,0.001436542,0.0000224261,0.003432916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0308668,"threshold_uncertainty_score":0.2239554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148142037642897,"score_gpt":0.2108083646473195,"score_spread":0.1959941608830298,"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."}}