{"id":"W4385721600","doi":"10.1061/9780784485026.012","title":"Riser Pipe Construction for the Ashbridges Bay Treatment Plant Outfall","year":2023,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Hatch (Canada)","funders":"","keywords":"Outfall; Bay; Engineering; Marine engineering; Civil engineering; Effluent; Sewage treatment; Environmental science; Environmental 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":[0.002005051,0.0005912247,0.0002636885,0.0008861062,0.004521374,0.001642902,0.001000383,0.001016648,0.01045675],"category_scores_gemma":[0.002495505,0.0005526619,0.0004575516,0.0009086815,0.0009422752,0.0008211191,0.001270306,0.001147978,0.001802763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009185445,"about_ca_system_score_gemma":0.02173007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3345574,"about_ca_topic_score_gemma":0.7263853,"domain_scores_codex":[0.9975217,0.0002964547,0.00006598788,0.0001410546,0.001680648,0.0002942228],"domain_scores_gemma":[0.9983907,0.0001528063,0.00009096797,0.0001495338,0.0008644928,0.0003514934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001271698,0.0008771368,0.05522143,0.001331025,0.00005547605,0.01126113,0.01164771,0.06123037,0.2493014,0.01293041,0.0468831,0.547989],"study_design_scores_gemma":[0.0003932371,0.006546134,0.30094,0.0007226132,0.000132071,0.00317376,0.04128562,0.06226481,0.1271001,0.002897684,0.4541852,0.0003587468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8739254,0.0006790696,0.04920133,0.003238282,0.0002028976,0.001701792,0.001270554,0.001673797,0.0681069],"genre_scores_gemma":[0.8726767,0.0009945495,0.052705,0.0001946678,0.0000264141,0.0002953725,0.001294496,0.0003526192,0.07146028],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3345574,"threshold_uncertainty_score":0.6652201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723606848108216,"score_gpt":0.2056861244781184,"score_spread":0.1884500559970362,"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."}}