{"id":"W4401802243","doi":"10.1016/j.scitotenv.2024.175653","title":"Impact of several sludge dewatering conditioners on municipal sludge pyrolysis properties, kinetics, by-products, and environmental risk assessment","year":2024,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Coal and Its By-products","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Pyrolysis; Dewatering; Waste management; Conditioners; Sewage sludge; Environmental science; Pulp and paper industry; Environmental engineering; Sewage treatment; Engineering; 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":[0.0004101248,0.0006123582,0.0003884442,0.0002981488,0.0002557134,0.000393551,0.0002223854,0.0005455961,0.0005101755],"category_scores_gemma":[0.0009744225,0.0002175486,0.0003764719,0.0002646041,0.0002919334,0.0003807358,0.0002912709,0.0003798125,0.000052206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003150519,"about_ca_system_score_gemma":0.0003840569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861882,"about_ca_topic_score_gemma":0.00321688,"domain_scores_codex":[0.9996263,0.00007587665,0.00004161422,0.00007307076,0.0001233533,0.00005983859],"domain_scores_gemma":[0.9995074,0.0001591541,0.0001750603,0.00002356821,0.00007414578,0.00006072629],"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":[0.001840011,0.0002211298,0.00367685,0.0001753707,0.00005274977,0.0001024675,0.00006549239,0.001656103,0.9860071,0.00004653083,0.00003491671,0.006121205],"study_design_scores_gemma":[0.00003497576,0.002470057,0.01186834,0.00001312801,0.00009833502,0.00005132184,0.00008916056,0.002319077,0.9825395,0.00003294297,0.0004633296,0.00001972745],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994342,0.0001462792,0.0002635389,0.000009765469,0.000004806716,0.00001371215,0.0000362889,0.000007575264,0.00008386945],"genre_scores_gemma":[0.997908,0.0003070678,0.001357329,0.0000204953,0.000004555734,0.00001852716,0.00007905265,0.000005127565,0.0002998988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001861882,"threshold_uncertainty_score":0.003702044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01200986845359977,"score_gpt":0.2060870187508387,"score_spread":0.1940771502972389,"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."}}