{"id":"W2992530014","doi":"10.2175/193864705783977538","title":"Commercial Scale Results of the Microsludge Process to Liquefy Waste Activated Sludge: Waste to Energy Economics","year":2005,"lang":"en","type":"article","venue":"Proceedings of the Water Environment Federation","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Resources Canada; BC Hydro; Sustainable Development Technology Canada","keywords":"Waste management; Environmental science; Process (computing); Activated sludge; Waste heat; Scale (ratio); Wastewater; Engineering; Computer science; Heat exchanger; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003846377,0.0002401613,0.0002232592,0.00004476171,0.0003056516,0.0000775365,0.0008461027,0.00008049867,0.00009979182],"category_scores_gemma":[0.00001865398,0.0001369379,0.00009739652,0.0001367999,0.0001533961,0.0003222008,0.0013922,0.0001151782,0.00005629071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000391788,"about_ca_system_score_gemma":0.000004113932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001850292,"about_ca_topic_score_gemma":0.0002598338,"domain_scores_codex":[0.9982149,0.00002527646,0.0005706145,0.0004395802,0.0003876501,0.0003619606],"domain_scores_gemma":[0.999275,0.000009434555,0.0002662485,0.0003307913,0.00001521524,0.0001032975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003223242,0.0002344336,0.001965496,0.00003083401,0.0000256687,3.289344e-8,0.005684894,0.2804756,0.704867,0.00004919502,0.003207683,0.003136879],"study_design_scores_gemma":[0.0004502621,0.00009633067,0.001542041,0.00003564286,0.00002490942,8.450536e-7,0.0004823015,0.003342251,0.9755759,0.0001006379,0.01815352,0.0001954101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810618,0.000001653369,0.00005848027,0.01370987,0.0000907108,0.0008101627,0.00001461432,0.00001185639,0.004240808],"genre_scores_gemma":[0.9953557,0.000009608964,0.000409529,0.001001483,0.00009486542,0.00008134569,0.000005372644,0.00002948503,0.003012621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2771333,"threshold_uncertainty_score":0.5584166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007807011870693772,"score_gpt":0.2014667352653557,"score_spread":0.1936597233946619,"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."}}