{"id":"W2007427852","doi":"10.2166/wst.2014.164","title":"A modified anaerobic digestion process with chemical sludge pre-treatment and its modelling","year":2014,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydromantis Environmental Software Solutions (Canada)","funders":"","keywords":"Digestate; Activated sludge; Anaerobic digestion; Fraction (chemistry); Chemical oxygen demand; Sewage treatment; Biogas; Chemistry; Waste management; Pulp and paper industry; Wastewater; Sewage sludge; Sewage sludge treatment; Mixed liquor suspended solids; Sludge bulking; Methane; Chromatography; Organic chemistry; 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":[0.000216147,0.0007095737,0.000756961,0.0002895838,0.0003719063,0.0009002592,0.0009452298,0.001599906,0.001129991],"category_scores_gemma":[0.0003351699,0.0003405473,0.00107078,0.0004768946,0.0003765492,0.0004563692,0.0004132338,0.0006688935,0.0002521528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006180689,"about_ca_system_score_gemma":0.0008158572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01183274,"about_ca_topic_score_gemma":0.004245226,"domain_scores_codex":[0.9998454,0.00002923035,0.00001272624,0.00004361407,0.00004154101,0.0000273476],"domain_scores_gemma":[0.9998723,0.00004558223,0.00002201345,0.0000158409,0.00003392546,0.00001025889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006918491,0.00003871706,0.0004505803,0.00007697443,0.00001721985,0.00006494315,0.0000246191,0.9858363,0.009994268,0.0009142531,0.0000503127,0.002462661],"study_design_scores_gemma":[0.00001028701,0.00004622163,0.0003579635,0.000002728558,0.000009594909,0.00001688087,0.000005818209,0.9955578,0.003188511,0.0002982704,0.0004996223,0.000006334305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7782758,0.0009014283,0.2021897,0.0002383764,0.0001438129,0.0002481345,0.0008232147,0.0003543541,0.01682519],"genre_scores_gemma":[0.9782135,0.0003448043,0.01520342,0.00001858543,0.00001149372,0.0001685404,0.0001791276,0.00002137718,0.005839151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01183274,"threshold_uncertainty_score":0.02352774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009038172035218995,"score_gpt":0.2080656915406196,"score_spread":0.1990275195054006,"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."}}