{"id":"W2050062216","doi":"10.1016/j.watres.2011.02.032","title":"Evaluation of continuous mesophilic, thermophilic and temperature phased anaerobic digestion of microwaved activated sludge","year":2011,"lang":"en","type":"article","venue":"Water Research","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":157,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mesophile; Thermophile; Anaerobic digestion; Acidogenesis; Chemistry; Biogas; Pulp and paper industry; Sewage sludge; Waste management; Sewage treatment; Methane; Bacteria; Biology; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001996608,0.0001049668,0.0001642883,0.0002518048,0.00004988736,0.00001254384,0.00009938975,0.0001188015,0.0002169145],"category_scores_gemma":[0.00006433277,0.00007674075,0.00003073067,0.0002321011,0.0001515676,0.0001331601,0.00002421402,0.0002035204,0.000007390075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004716325,"about_ca_system_score_gemma":0.00002636503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008247768,"about_ca_topic_score_gemma":0.00000783063,"domain_scores_codex":[0.9986035,0.0002487284,0.000221294,0.0001852278,0.0005145731,0.0002266936],"domain_scores_gemma":[0.999002,0.000009280286,0.00002598896,0.0002196401,0.0006910696,0.00005197921],"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":[0.00005658635,0.00006787919,0.000150454,0.00003049922,0.00004711838,6.090418e-7,0.001284408,0.00003808499,0.9937617,0.0002632625,0.0001122685,0.004187122],"study_design_scores_gemma":[0.0005971846,0.0001361258,0.008616795,0.00003703222,0.00002763086,0.000004056871,0.0001872797,0.0001181766,0.9895611,0.0004682101,0.000166812,0.00007954422],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997454,0.0003478098,0.000007932164,0.00008095665,0.00008143728,0.0004174847,0.000007609289,0.00005262905,0.001550127],"genre_scores_gemma":[0.9996343,0.00008870207,0.00006687826,0.000002319605,0.00003531398,0.0000210649,0.00003203928,0.00001916332,0.0001002567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008466341,"threshold_uncertainty_score":0.3129397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0796551787583141,"score_gpt":0.3026343767215278,"score_spread":0.2229791979632137,"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."}}