{"id":"W2978993117","doi":"10.1002/cjce.23657","title":"Winery wastewater management and treatment in the Niagara Region of Ontario, Canada: A review and analysis of current regional practices and treatment performance","year":2019,"lang":"en","type":"review","venue":"The Canadian Journal of Chemical Engineering","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Winery; Effluent; Sewage treatment; Wastewater; Environmental science; Reuse; Sewage; Anaerobic digestion; Wetland; Waste management; Constructed wetland; Environmental engineering; Septic tank; Engineering; Ecology; Wine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001748599,0.000806266,0.0009879844,0.008091545,0.0009900125,0.001953468,0.001186146,0.0005362153,0.001120846],"category_scores_gemma":[0.001723856,0.0003865013,0.0007268161,0.0150145,0.0009084036,0.0007029632,0.0005241293,0.0004550068,0.0002348101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01422848,"about_ca_system_score_gemma":0.03599803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8036882,"about_ca_topic_score_gemma":0.9136004,"domain_scores_codex":[0.9987833,0.00008515283,0.0002344703,0.0001478061,0.000626645,0.0001227385],"domain_scores_gemma":[0.9959702,0.0005254476,0.0006539195,0.00004976206,0.002588725,0.0002118868],"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":[0.0002148047,0.0001392035,0.01428416,0.08078927,0.0003972863,0.00056075,0.001533392,0.001270653,0.007172683,0.001292281,0.018152,0.8741935],"study_design_scores_gemma":[0.000025668,0.0004544499,0.1407912,0.02892789,0.001534954,0.001238191,0.002729648,0.0006472406,0.005710424,0.0002842314,0.8174921,0.0001640651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00552179,0.9905121,0.0002627108,0.0004183711,0.0000588976,0.00002907424,0.0005033272,0.00001473391,0.002679041],"genre_scores_gemma":[0.01729301,0.9806299,0.0006325899,0.0001285923,0.00002446476,0.00001418712,0.0004259834,0.000006493814,0.0008448088],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1963118,"threshold_uncertainty_score":0.3949358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03166989743464427,"score_gpt":0.2347373011257001,"score_spread":0.2030674036910559,"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."}}