{"id":"W7071744142","doi":"","title":"Towards a Circular Urban Metabolism with Sewer Wastewater Heat Recovery Systems (SWWHRS): Introducing a SWWHRS Planning Decision Support System","year":2018,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sanitary sewer; Wastewater; Decision support system; Fossil fuel; Combined sewer; Energy recovery; Sewage treatment; Heat recovery ventilation; Waste heat","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":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00022733,0.002084402,0.002463356,0.007672938,0.0007936807,0.001657735,0.00327965,0.001529558,0.001445332],"category_scores_gemma":[0.00002885849,0.002210515,0.0009016914,0.005525389,0.0008714148,0.0063121,0.001979238,0.001040628,0.005645291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614652,"about_ca_system_score_gemma":0.001456761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004306658,"about_ca_topic_score_gemma":0.00001739513,"domain_scores_codex":[0.9919812,0.0005338282,0.0006840219,0.003117407,0.001734212,0.0019493],"domain_scores_gemma":[0.9947914,0.0001782962,0.0009990137,0.00256001,0.000191018,0.001280289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003835396,0.0002768986,0.00272582,0.0009083355,0.002736546,0.008892659,0.0006440446,0.0009217828,0.00003625497,0.003504313,0.9753047,0.0002132111],"study_design_scores_gemma":[0.003501635,0.0004859063,0.00008100855,0.004809089,0.001212092,0.0004026143,0.01080714,0.0001308222,0.00005736859,0.000007627893,0.975923,0.002581716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01020508,0.0008871886,0.002099303,0.00003399845,0.002023685,0.002045761,0.007806267,0.0054735,0.9694252],"genre_scores_gemma":[0.0346721,0.00005642657,0.002382325,0.00004270386,0.001775068,0.000001314617,0.003860352,0.002430124,0.9547796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02446701,"threshold_uncertainty_score":0.9997666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008102911398142367,"score_gpt":0.1603506829585869,"score_spread":0.1522477715604446,"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."}}