{"id":"W2040821069","doi":"10.1016/j.ultsonch.2009.06.007","title":"Influence of ultrasonication and Fenton oxidation pre-treatment on rheological characteristics of wastewater sludge","year":2009,"lang":"en","type":"article","venue":"Ultrasonics Sonochemistry","topic":"Coagulation and Flocculation Studies","field":"Environmental Science","cited_by":105,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Environmental Protection Agency","keywords":"Sonication; Rheology; Sewage treatment; Wastewater; Chemistry; Pulp and paper industry; Environmental chemistry; Chromatography; Environmental science; Materials science; Environmental engineering; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002937468,0.0003569831,0.0003788497,0.0002463991,0.0002112626,0.0004260068,0.0002327851,0.0004294825,0.001446364],"category_scores_gemma":[0.001116405,0.0002665963,0.0003410174,0.0002593886,0.0003922541,0.0003824366,0.0001406896,0.0004637128,0.0002334599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003317897,"about_ca_system_score_gemma":0.0003656918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001636907,"about_ca_topic_score_gemma":0.001793654,"domain_scores_codex":[0.9997441,0.00004915492,0.00003741582,0.00003920138,0.00005517784,0.00007487871],"domain_scores_gemma":[0.9994264,0.0003109086,0.00007655525,0.00003636931,0.00008416654,0.00006561695],"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":[0.001688537,0.00007679475,0.0007528948,0.0001172302,0.00002448025,0.0001218665,0.0001105537,0.0003757039,0.9928073,0.00004384777,0.00005556729,0.003825297],"study_design_scores_gemma":[0.00002727477,0.00052514,0.006323792,0.000006324431,0.00003303164,0.00007227278,0.00005941194,0.0009174251,0.9916371,0.00002416835,0.0003629901,0.00001122561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985443,0.0004862424,0.0003486527,0.00003754803,0.00002375028,0.000007237211,0.00005068833,0.00001305334,0.0004884],"genre_scores_gemma":[0.9985932,0.00025737,0.0003059453,0.00002943604,0.00001209176,0.00000634951,0.00008999374,0.00000750996,0.0006980703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001636907,"threshold_uncertainty_score":0.004838586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00970342425211564,"score_gpt":0.2431435253188561,"score_spread":0.2334401010667405,"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."}}