{"id":"W3145450798","doi":"10.1002/9781119300762.wsts0194","title":"Water Distribution System","year":2019,"lang":"en","type":"other","venue":"Encyclopedia of Water","topic":"Water Systems and Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Water supply; Key (lock); Population; Distribution (mathematics); Computer science; Environmental science; Engineering; Environmental engineering; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00007751554,0.0002416518,0.0003547165,0.00009872292,0.00001095812,0.00001692426,0.0001521725,0.0003035096,0.0004471363],"category_scores_gemma":[7.750965e-7,0.0001397346,0.00007631661,0.00002671568,0.00001298905,0.00004772321,0.00003934055,0.00009623011,0.002032667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005754462,"about_ca_system_score_gemma":0.000003763906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009977713,"about_ca_topic_score_gemma":0.00002310018,"domain_scores_codex":[0.9990659,0.00001925692,0.0002928113,0.000174308,0.0001721388,0.0002755774],"domain_scores_gemma":[0.9995771,0.000002810044,0.00003233921,0.0003282576,0.00002104025,0.00003844099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000206271,0.000006662361,0.00004709331,0.001823956,0.00007674033,0.000004858687,0.0002782336,0.003119193,0.0001318616,0.00006235018,0.9943632,0.00008381948],"study_design_scores_gemma":[0.0001671662,0.0000114256,0.000006152061,0.0002738179,0.00003239915,0.000003450732,0.00001683998,0.0007722612,0.004978382,0.000001867823,0.9934949,0.0002413385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000276411,0.0002241592,0.004037947,0.00001086993,0.003498208,0.0003825374,0.0001545831,0.0005517493,0.9908636],"genre_scores_gemma":[0.03299543,0.0001360195,0.00008453061,0.000002175317,0.0007128412,0.00002859484,0.001472137,0.0004467517,0.9641215],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03271902,"threshold_uncertainty_score":0.9987444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003142291701345112,"score_gpt":0.1615348542066299,"score_spread":0.1583925625052847,"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."}}