{"id":"W3187431020","doi":"10.1061/9780784483619.026","title":"New Bonnybrook Wastewater Treatment Plant Treated Effluent Outfall—Design, Contracting, and Construction Overview","year":2021,"lang":"en","type":"article","venue":"Pipelines 2021","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Outfall; Effluent; Diffuser (optics); Flood myth; Environmental science; Wastewater; Environmental engineering; Sewage treatment; Hydrology (agriculture); Engineering; Water resource management; Geography; Geotechnical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00283953,0.0007996156,0.0002789829,0.001364674,0.001725393,0.002808131,0.001610485,0.001078154,0.02036336],"category_scores_gemma":[0.001523345,0.0006398753,0.000350647,0.001490714,0.0005822637,0.001832527,0.0009885408,0.001189696,0.003849356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006678949,"about_ca_system_score_gemma":0.01163139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0367941,"about_ca_topic_score_gemma":0.09899453,"domain_scores_codex":[0.9977285,0.0002973583,0.00009506455,0.0001308476,0.001438141,0.000310147],"domain_scores_gemma":[0.998557,0.0001148504,0.0001107858,0.00009394217,0.0008507815,0.0002726136],"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":[0.0006666074,0.001467628,0.01605333,0.002877867,0.00003261166,0.002591051,0.001916693,0.03140004,0.08993278,0.03699777,0.1229005,0.6931631],"study_design_scores_gemma":[0.0001206273,0.002095187,0.0239408,0.0004561893,0.00002608144,0.001428481,0.003092061,0.01272047,0.03063557,0.002893517,0.9224586,0.000132505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.210079,0.004099696,0.3036326,0.01056132,0.000586057,0.01647585,0.004966199,0.005195687,0.4444035],"genre_scores_gemma":[0.3358742,0.008353635,0.3017911,0.0008066908,0.0001521438,0.005016152,0.004365874,0.0009545788,0.3426856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0367941,"threshold_uncertainty_score":0.07315987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148424515757191,"score_gpt":0.2371191405307024,"score_spread":0.2156348953731305,"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."}}