{"id":"W2552587422","doi":"","title":"ENV-650: TWO CASE STUDIES: DELIVERY OF DECENTRALIZED WASTEWATER SOLUTIONS IN ONTARIO AND INDIA","year":2016,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wastewater; Business; Environmental planning; Environmental science; Environmental 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":[0.0002366395,0.0002714474,0.00033478,0.0002405385,0.0001692808,0.00003774431,0.000300437,0.0001138401,0.0002394321],"category_scores_gemma":[0.00001368343,0.0002025932,0.00007627645,0.0002521884,0.0004005427,0.001321701,0.0007173375,0.0001903975,0.0001416709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008020628,"about_ca_system_score_gemma":0.00004295541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001137747,"about_ca_topic_score_gemma":0.3722436,"domain_scores_codex":[0.9982849,0.0001972164,0.0002762568,0.0004923801,0.000232383,0.0005168951],"domain_scores_gemma":[0.9991678,0.0001035351,0.000128094,0.0003712308,0.00002420685,0.0002051193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000112372,0.0001250544,0.9851291,0.00001010609,0.00007862816,0.002556912,0.001937962,0.00001227352,0.009624111,0.0000080462,9.219954e-7,0.0004044754],"study_design_scores_gemma":[0.00484881,0.0001666194,0.9785342,0.0001876609,0.0001297514,0.0004280226,0.0007135523,7.751924e-8,0.01358072,0.0001171276,0.0009057237,0.0003877098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992024,0.00009395576,0.000007229635,0.0001434732,0.0001081261,0.0002785242,0.00001772013,0.0000335388,0.0001150345],"genre_scores_gemma":[0.9944445,0.0002681928,0.00007121357,0.00003709815,0.000008739552,0.000001784489,0.00000398133,0.000017982,0.005146438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3711058,"threshold_uncertainty_score":0.8261513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09041424158753854,"score_gpt":0.2899920042091465,"score_spread":0.199577762621608,"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."}}