{"id":"W2889514878","doi":"10.1029/2017wr022445","title":"Changes to the Water Balance Over a Century of Urban Development in Two Neighborhoods: Vancouver, Canada","year":2018,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Maj ja Tor Nesslingin Säätiö; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Canadian Foundation for Climate and Atmospheric Sciences; Canada Foundation for Innovation","keywords":"Impervious surface; Surface runoff; Environmental science; Hydrology (agriculture); Urbanization; Irrigation; Water balance; Water cycle; Evapotranspiration; Water conservation; Water resource management; Geography; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009193041,0.000110487,0.0001203836,0.00008658336,0.0001857138,0.0000290503,0.000491332,0.00003016845,0.001639445],"category_scores_gemma":[0.00002420191,0.00005031747,0.00001326635,0.0002626093,0.0001945278,0.00006247845,0.0005915422,0.0001835688,0.0002781142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004874885,"about_ca_system_score_gemma":0.0000329473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3914697,"about_ca_topic_score_gemma":0.9609436,"domain_scores_codex":[0.9976031,0.0001923143,0.0001980012,0.0003143519,0.0009606568,0.0007316234],"domain_scores_gemma":[0.9994534,0.00004260496,0.00001470521,0.0003398323,0.00003226007,0.0001171483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000223471,0.0001157769,0.5714475,0.00004320437,0.00002506798,0.0000307949,0.1058475,0.000156332,0.09197446,0.000007986328,0.2203356,0.00979238],"study_design_scores_gemma":[0.0002162094,0.00005404811,0.03546219,0.00002307521,8.738217e-7,6.019795e-7,0.0002897359,0.0001007893,0.19306,0.00002256868,0.7706795,0.00009040067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941024,0.00002531413,0.000004486234,0.001311168,0.0001699766,0.0003976015,0.000005608425,0.000007412359,0.003975993],"genre_scores_gemma":[0.9937066,0.000005070048,0.00008714492,0.0003531978,0.0001332263,0.00007079187,0.00000658596,0.0000146021,0.005622783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5694739,"threshold_uncertainty_score":0.9992732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841776219784522,"score_gpt":0.2697230777043954,"score_spread":0.2513053155065501,"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."}}