{"id":"W4230512963","doi":"10.3390/systems7030034","title":"Sustainability Assessment of Asset Management Decisions for Wastewater Infrastructure Systems—Implementation of a System Dynamics Model","year":2019,"lang":"en","type":"article","venue":"Systems","topic":"Water resources management and optimization","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sustainability; Asset (computer security); Greenhouse gas; Environmental economics; Wastewater; Asset management; Business; Scenario analysis; System dynamics; Environmental science; Environmental resource management; Computer science; Environmental engineering; Economics; Finance","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0006481747,0.000657727,0.000504543,0.0005065884,0.000474991,0.001353393,0.0008780717,0.00118464,0.002329766],"category_scores_gemma":[0.001714241,0.0003340575,0.00063313,0.0003637924,0.0004928476,0.0007604985,0.0006977139,0.0006431705,0.0001274916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003470775,"about_ca_system_score_gemma":0.003027569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1547394,"about_ca_topic_score_gemma":0.07022617,"domain_scores_codex":[0.9997608,0.00008882656,0.00001141775,0.00003865264,0.00004826069,0.00005205877],"domain_scores_gemma":[0.9993643,0.0003422928,0.00006985714,0.00002439092,0.0001633714,0.00003591941],"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":[0.00001157264,0.00001427221,0.001201422,0.00001023067,0.000006136103,0.00002266385,0.00001689746,0.9970415,0.0001697486,0.0007084614,0.00004393268,0.0007532234],"study_design_scores_gemma":[0.000008249791,0.00002002215,0.0004347795,0.000003036744,0.000004818306,0.000003247739,0.00003263064,0.9987921,0.0001186783,0.0003315606,0.0002477769,0.000003113027],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8509613,0.0001200107,0.113219,0.0006685073,0.00003635351,0.0003482295,0.001209449,0.0002712992,0.03316589],"genre_scores_gemma":[0.9908475,0.00005020335,0.006533275,0.00001589558,0.000003829253,0.0001457092,0.0001818808,0.0000111307,0.002210751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1547394,"threshold_uncertainty_score":0.3076774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005756570364327435,"score_gpt":0.2483100056528021,"score_spread":0.2425534352884747,"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."}}