{"id":"W4402059198","doi":"10.1061/9780784485569.021","title":"Twinned 450 mm Waterline Provides Future Water Needs for YVR Groundside Developments and the Iona Island Wastewater Treatment Plant","year":2024,"lang":"en","type":"article","venue":"","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waterline; Wastewater; Environmental science; Sewage treatment; Environmental engineering; Hydrology (agriculture); Engineering; Marine engineering; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001185345,0.0002722173,0.0002436077,0.0001017632,0.000097549,0.0001404822,0.00007271949,0.00005876345,0.00003720425],"category_scores_gemma":[0.000002706194,0.00011414,0.00006859675,0.00005853282,0.00002886613,0.00009615983,0.00005228273,0.00007328302,0.0000166313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005179537,"about_ca_system_score_gemma":0.000007645066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003275247,"about_ca_topic_score_gemma":0.0001362395,"domain_scores_codex":[0.9991854,0.00000791459,0.000212445,0.0001715681,0.00009006546,0.000332604],"domain_scores_gemma":[0.9997399,0.00007588805,0.000004666904,0.0001231948,0.00001439104,0.00004191976],"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":[0.00297816,0.000457051,0.006779563,0.0151018,0.02467054,0.0005468458,0.2438948,0.03312163,0.03000033,0.06180137,0.3490448,0.2316031],"study_design_scores_gemma":[0.002288251,0.0001408467,0.0003251384,0.0000827058,0.0001660105,0.00005746652,0.0008695332,0.05078473,0.02529868,0.0006137256,0.9188643,0.0005086066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722843,0.005361088,0.004102007,0.006694346,0.003380929,0.002006067,0.0001004827,0.001462974,0.004607865],"genre_scores_gemma":[0.9832647,0.0006902328,0.00126956,0.00007290871,0.0007584653,0.0004193302,0.0001532404,0.00006441685,0.01330714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5698195,"threshold_uncertainty_score":0.4654492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006333208263820752,"score_gpt":0.1861557455669522,"score_spread":0.1798225373031315,"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."}}