{"id":"W7067191947","doi":"","title":"Multi-Objective Decision Model for Urban Water Use: Planning for a Regional Water Reuse Ordinance","year":2020,"lang":"en","type":"article","venue":"IDEALS (University of Illinois Urbana-Champaign)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Reuse; Metropolitan area; Wastewater; Sanitary sewer; Water quality; Incentive; Water supply; Hydroelectricity; Water use","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":[0.004250772,0.001215892,0.001666107,0.001163476,0.001080907,0.002539587,0.001809298,0.00224268,0.006075858],"category_scores_gemma":[0.003592097,0.0009047635,0.00136601,0.001323429,0.001174907,0.001586487,0.001534759,0.00186236,0.0004446711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004922067,"about_ca_system_score_gemma":0.004058312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04065873,"about_ca_topic_score_gemma":0.03821696,"domain_scores_codex":[0.9983859,0.0009000454,0.00004679179,0.0002052591,0.0001595061,0.0003025414],"domain_scores_gemma":[0.9973756,0.001756812,0.00021554,0.00004240515,0.000352032,0.0002576052],"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":[0.00002704667,0.00002603498,0.0002339158,0.00001101991,0.000009652445,0.00003045643,0.00001484631,0.9971799,0.00005558017,0.001329366,0.0001237829,0.0009584568],"study_design_scores_gemma":[0.00001509521,0.00002339819,0.00006985262,0.00000315126,0.000004771147,0.000001926759,0.00002335398,0.99911,0.0000281156,0.0005989859,0.0001174556,0.000003785301],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3705287,0.0006323773,0.5939971,0.003340424,0.0001713721,0.0009495661,0.001384613,0.0004384165,0.02855743],"genre_scores_gemma":[0.9092171,0.0002979238,0.07755183,0.0002592681,0.0000400111,0.0007729859,0.0005539714,0.00005423831,0.01125263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04065873,"threshold_uncertainty_score":0.0808441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04511779086754102,"score_gpt":0.2505212862727847,"score_spread":0.2054034954052437,"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."}}