{"id":"W2905816810","doi":"10.1016/j.jenvman.2018.12.046","title":"Microwave vs. alkaline-microwave pretreatment for enhancing Thickened Waste Activated Sludge and fat, oil, and grease solubilization, degradation and biogas production","year":2018,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anaerobic digestion; Biogas; Chemistry; Methane; Pulp and paper industry; Yield (engineering); Grease; Waste management; Materials science; Organic chemistry","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":[0.0001618981,0.0002409122,0.0002271811,0.0001433338,0.0001122493,0.0002321455,0.0001718443,0.0002327092,0.001140864],"category_scores_gemma":[0.0001875457,0.0001480391,0.0002498804,0.00019,0.0001409578,0.0002542749,0.0001175831,0.0003193056,0.0001369052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529685,"about_ca_system_score_gemma":0.0002248705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046251,"about_ca_topic_score_gemma":0.002503614,"domain_scores_codex":[0.9999301,0.000008623902,0.000006577753,0.00001208685,0.0000184472,0.00002416475],"domain_scores_gemma":[0.9999379,0.00001729662,0.00001639701,0.000004091338,0.00001265935,0.00001168026],"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":[0.0008895967,0.0000496741,0.000237826,0.00006169621,0.00001107332,0.00002448927,0.00001345727,0.0001952623,0.9958419,0.00005274666,0.00001829646,0.002603939],"study_design_scores_gemma":[0.00002434363,0.0004967742,0.003213261,0.000003752628,0.00004685851,0.00004026383,0.00002618928,0.001277003,0.9944776,0.00001953627,0.0003696394,0.000004911406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980919,0.0007010862,0.0007018094,0.00002712645,0.00001738223,0.000008456435,0.00002892643,0.000009703019,0.000413635],"genre_scores_gemma":[0.9987082,0.000294196,0.0004391818,0.0000111886,0.000004026444,0.000004126164,0.00002424839,0.000003011486,0.0005116843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001140864,"threshold_uncertainty_score":0.003816545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007493788296856608,"score_gpt":0.1962417137798293,"score_spread":0.1887479254829727,"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."}}