{"id":"W4386604619","doi":"10.1680/jenes.22.00073","title":"Anaerobic digestion of thickened secondary sludge after microwave advanced oxidation pretreatment","year":2023,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chemical oxygen demand; Anaerobic digestion; Pulp and paper industry; Hydraulic retention time; Anaerobic exercise; Methane; Chemistry; Bioreactor; Substrate (aquarium); Oxygen; Waste management; Microwave; Chemical engineering; Wastewater; Organic chemistry; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001724743,0.0004926982,0.0005772251,0.0002744565,0.0001904627,0.0003934195,0.0001457191,0.0003084971,0.0008119836],"category_scores_gemma":[0.0001426587,0.0001597012,0.0004127975,0.0003104734,0.0001360414,0.0002277193,0.0002659477,0.000529145,0.0003159483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002278421,"about_ca_system_score_gemma":0.0002586083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008172091,"about_ca_topic_score_gemma":0.001423078,"domain_scores_codex":[0.9998813,0.00001555801,0.00001073372,0.0000250735,0.00003727111,0.00003004367],"domain_scores_gemma":[0.9998996,0.00001275086,0.00002432858,0.000007716105,0.00002903921,0.00002644262],"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":[0.00004200895,0.000005810837,0.00004988819,0.00001500901,0.000001480692,0.00001718066,0.000002988103,0.00004786659,0.9994197,0.000004960636,0.000003742125,0.0003894541],"study_design_scores_gemma":[0.000007773047,0.0001947321,0.002067031,0.000005103293,0.00001082064,0.00006114396,0.00001237117,0.0006210817,0.9963281,0.0000132921,0.0006753869,0.000003329147],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951291,0.000444531,0.003568896,0.00001696407,0.00003185911,0.00002694522,0.0001233383,0.00003172226,0.0006265512],"genre_scores_gemma":[0.9891545,0.0005175804,0.006620248,0.00003686743,0.00001285754,0.00002541357,0.0003788137,0.00002185232,0.003231879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008172091,"threshold_uncertainty_score":0.002716362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003758112342390876,"score_gpt":0.1769453649357668,"score_spread":0.1731872525933759,"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."}}