{"id":"W2955616870","doi":"10.1002/wer.1169","title":"Impact of anaerobically digested biosolids characteristics and handling conditions on dewatering performance at multiple facilities","year":2019,"lang":"en","type":"article","venue":"Water Environment Research","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Carleton University; University of Waterloo; Regional Municipality of Waterloo","funders":"","keywords":"Biosolids; Dewatering; Anaerobic digestion; Chemistry; Pulp and paper industry; Wastewater; Extracellular polymeric substance; Mixing (physics); Resource recovery; Sewage sludge; Suction; Sewage treatment; Waste management; Environmental engineering; Environmental science; Methane; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000520889,0.0003477431,0.0002795956,0.0002473399,0.0002522752,0.0007666979,0.0003450339,0.0003897959,0.001013877],"category_scores_gemma":[0.001006234,0.000165338,0.0002689119,0.000287097,0.0002161239,0.0004593258,0.0003322259,0.0003205808,0.0002064904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000583525,"about_ca_system_score_gemma":0.0004014856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003336583,"about_ca_topic_score_gemma":0.007113601,"domain_scores_codex":[0.9994745,0.00007962957,0.00006466114,0.0001445813,0.000146267,0.00009035561],"domain_scores_gemma":[0.9988255,0.0003385398,0.0004256157,0.00005459229,0.0001955085,0.0001602191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001083706,0.000306487,0.01478182,0.0001373453,0.00003766863,0.00009299755,0.00009819137,0.001059829,0.9741026,0.00002162205,0.00004050464,0.008237379],"study_design_scores_gemma":[0.00002520816,0.004277957,0.1199218,0.00001676509,0.00008930016,0.0001749278,0.0003097697,0.001724479,0.8725833,0.00003331818,0.0008163307,0.00002690324],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994234,0.00004066497,0.0002773794,0.000007204718,0.000001330013,0.000008656065,0.00007908033,0.000007867213,0.0001545207],"genre_scores_gemma":[0.9979798,0.00005497555,0.001302954,0.00001157996,0.000001226427,0.00001383399,0.0001898962,0.00000951759,0.0004362256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003336583,"threshold_uncertainty_score":0.006634295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02737750813664521,"score_gpt":0.2732201637500569,"score_spread":0.2458426556134116,"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."}}