{"id":"W2090531202","doi":"10.1139/s07-034","title":"Strategic pathways for the sustainable management of water treatment plant residuals","year":2008,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Residual; Water quality; Stewardship (theology); Business; Environmental resource management; Environmental planning; Sustainability; Government (linguistics); Environmental science; Environmental economics; Computer science; Ecology; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.005300648,0.000457278,0.0002086059,0.0007686569,0.002724178,0.009692732,0.001099832,0.003850614,0.003441764],"category_scores_gemma":[0.003188019,0.0002884211,0.00028646,0.0008279766,0.00358688,0.005220722,0.005250019,0.002679068,0.0004920873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004143958,"about_ca_system_score_gemma":0.03367917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004792976,"about_ca_topic_score_gemma":0.01849613,"domain_scores_codex":[0.9961815,0.001679305,0.0001769177,0.000219591,0.001014195,0.0007285886],"domain_scores_gemma":[0.9979078,0.0006000685,0.0003450997,0.00008184839,0.0004061749,0.0006590614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007914326,0.0002060084,0.001817143,0.0003296765,0.00002810633,0.0006826218,0.003381873,0.007548756,0.005275778,0.8946223,0.008665115,0.0773634],"study_design_scores_gemma":[0.00005244518,0.0003113553,0.001410718,0.0003771382,0.00002411463,0.0002829935,0.02072522,0.007363414,0.004355146,0.7661305,0.1988656,0.0001012757],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2419626,0.008669015,0.2700826,0.1691444,0.0006926751,0.001065437,0.0001996569,0.0003193923,0.3078643],"genre_scores_gemma":[0.9152773,0.00432817,0.06354173,0.003286165,0.00006629059,0.0002765509,0.0000981654,0.00002983629,0.01309582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009692732,"threshold_uncertainty_score":0.03006661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134587587591893,"score_gpt":0.1792931423660099,"score_spread":0.1658343836068206,"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."}}