{"id":"W2159825504","doi":"10.4314/wsa.v33i2.49085","title":"Microwave enhanced digestion of aerobic SBR sludge","year":2009,"lang":"en","type":"article","venue":"Water SA","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"BIOCAP Canada","keywords":"Chemical oxygen demand; Mesophile; Anaerobic digestion; Chemistry; Pulp and paper industry; Methane; Biogas; Volatile suspended solids; Sewage sludge; Waste management; Wastewater; Sewage treatment; Environmental science; Environmental engineering","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":[0.0003973608,0.0004385145,0.0006725822,0.0001999563,0.0001618807,0.0002866662,0.0001981657,0.0002251461,0.0005797365],"category_scores_gemma":[0.0002181054,0.0001903489,0.0004570978,0.000283007,0.0001636244,0.0001400997,0.0002086814,0.0003331965,0.0001397025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004226535,"about_ca_system_score_gemma":0.0003401124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001699356,"about_ca_topic_score_gemma":0.00221046,"domain_scores_codex":[0.9997486,0.00005629761,0.00003105091,0.00005113105,0.00005708391,0.00005577135],"domain_scores_gemma":[0.9998924,0.00002487173,0.00003879187,0.00001096587,0.00001557939,0.0000175025],"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":[0.0002873141,0.00006258689,0.0002381352,0.0000324975,0.000007230615,0.000008922549,0.00001227286,0.0002017705,0.9979455,0.00001563464,0.000007241125,0.001180835],"study_design_scores_gemma":[0.00003545897,0.002290617,0.005498132,0.000004672639,0.00003939027,0.0000418359,0.0000118517,0.0009001578,0.9906418,0.00001959644,0.0005094097,0.000007063728],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987219,0.0001573055,0.0007300472,0.000008311453,0.000004938166,0.00002066421,0.00007742624,0.00001246856,0.0002670382],"genre_scores_gemma":[0.995076,0.0002615268,0.003219917,0.00001647268,0.00000591355,0.00003895621,0.0001972211,0.000006472362,0.001177436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001699356,"threshold_uncertainty_score":0.003378868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006446660159553656,"score_gpt":0.1900102790900438,"score_spread":0.1835636189304901,"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."}}