{"id":"W2149480136","doi":"10.1139/er-2013-0013","title":"Performance indicators for small- and medium-sized water supply systems: a review","year":2013,"lang":"en","type":"review","venue":"Environmental Reviews","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Comparability; Computer science; Performance indicator; Risk analysis (engineering); Asset (computer security); Environmental economics; Business; Marketing; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001343385,0.0009879761,0.002828446,0.0001431401,0.0003056841,0.00007581493,0.0008668501,0.000267195,0.002411304],"category_scores_gemma":[0.00003605692,0.0006140657,0.0006522128,0.000201064,0.0004185985,0.0003635908,0.0009293047,0.0003806043,0.01229102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007768391,"about_ca_system_score_gemma":0.00001426022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000231807,"about_ca_topic_score_gemma":0.000002957286,"domain_scores_codex":[0.9954534,0.0004188601,0.00170624,0.001139712,0.0004358085,0.0008460234],"domain_scores_gemma":[0.9978102,0.00009027752,0.0007171007,0.001050701,4.508661e-7,0.0003313066],"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":[0.000001274013,0.00006734525,0.0002125006,0.03325225,0.00008441591,0.000001866158,0.00003657559,1.027461e-7,0.000005268675,0.000001217346,0.04945128,0.9168859],"study_design_scores_gemma":[0.0001971327,0.00007753817,0.00009697369,0.01957287,0.001618253,0.00003675491,0.000004805174,0.000007120335,0.000001920439,0.00000219225,0.9776499,0.000734582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003791942,0.9851524,0.00003720502,0.00008145388,0.0003108225,0.0132745,0.00005804011,0.00005224194,0.000995427],"genre_scores_gemma":[0.000006529592,0.9788259,0.0009394486,0.0003144869,0.0001154541,0.01024174,0.0006887529,0.0001299556,0.008737762],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9281986,"threshold_uncertainty_score":0.999631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0384119634916198,"score_gpt":0.2582974028807937,"score_spread":0.2198854393891739,"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."}}