{"id":"W2999780784","doi":"10.1061/9780784481424.015","title":"Assessment and Design Optimization of Retrofitting Dropshaft with Air Circulation Pipes for Downstream Depressurization","year":2018,"lang":"en","type":"article","venue":"World Environmental and Water Resources Congress 2018","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Retrofitting; Air entrainment; Cabin pressurization; Environmental science; Sanitary sewer; Downstream (manufacturing); Entrainment (biomusicology); Drainage; Airflow; Marine engineering; Petroleum engineering; Engineering; Environmental engineering; Civil engineering; Mechanical engineering; Structural engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001168048,0.001127247,0.0005727245,0.0008437462,0.00036299,0.0008850595,0.0009887872,0.0007583386,0.001034887],"category_scores_gemma":[0.001654545,0.0006025204,0.0006876791,0.0004389072,0.0003234044,0.0007440527,0.0005128224,0.0004213917,0.0002474977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007459085,"about_ca_system_score_gemma":0.0009492066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002818865,"about_ca_topic_score_gemma":0.004576863,"domain_scores_codex":[0.9992557,0.0001831306,0.00005008717,0.00009698333,0.0003146188,0.00009946719],"domain_scores_gemma":[0.9992766,0.0001651612,0.000195772,0.00008201328,0.0002184559,0.00006209715],"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":[0.0006036913,0.001166511,0.01595809,0.0005392871,0.00007348927,0.0004078299,0.0001812983,0.652701,0.2263702,0.0007498769,0.0005767252,0.1006721],"study_design_scores_gemma":[0.0001201479,0.007347127,0.02448112,0.00004598692,0.0002269418,0.0001713337,0.000407092,0.8191328,0.1432218,0.0004343727,0.004353809,0.00005751392],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521121,0.0002177,0.04459207,0.00007027226,0.00002647212,0.0002270243,0.00009005153,0.0002584892,0.002405737],"genre_scores_gemma":[0.9799367,0.0001492382,0.01875845,0.000008212524,0.000004158231,0.00007806241,0.00006521618,0.00002614259,0.0009737768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002818865,"threshold_uncertainty_score":0.006177247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0098662292445222,"score_gpt":0.204225425745135,"score_spread":0.1943591965006128,"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."}}