{"id":"W174983118","doi":"10.2175/106143007x176004","title":"Performance of Anaerobic Waste Activated Sludge Digesters After Microwave Pretreatment","year":2007,"lang":"en","type":"article","venue":"Water Environment Research","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Chemistry; Anaerobic digestion; Mesophile; Chemical oxygen demand; Biogas; Volatile suspended solids; Activated sludge; Total dissolved solids; Pulp and paper industry; Biogas production; Food science; Waste management; Wastewater; Bacteria; Environmental engineering; Methane; Organic chemistry; Biology; Environmental science","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":[0.0005948684,0.0001411089,0.0001209321,0.0001997897,0.00005545744,0.00001668776,0.000113352,0.00008062053,0.0003221898],"category_scores_gemma":[0.000001952236,0.0001025138,0.00004219558,0.0001054452,0.0001470276,0.0001580652,0.00007524361,0.0002023726,0.0002483378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002827094,"about_ca_system_score_gemma":0.000004112447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000115687,"about_ca_topic_score_gemma":0.000002736946,"domain_scores_codex":[0.9986072,0.00003483311,0.0002211496,0.0002293887,0.0003878527,0.0005196324],"domain_scores_gemma":[0.9995611,0.00001349852,0.00001329116,0.0002994114,0.00001779126,0.00009493876],"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":[0.0001358534,0.00009565362,0.006783851,0.00003734286,0.00004609563,0.00001025504,0.0005312915,0.002085759,0.9859024,0.00001525992,0.0001741637,0.004182092],"study_design_scores_gemma":[0.0002375063,0.0001957888,0.02166147,0.00002354123,0.000006474128,0.000003494546,0.0001263777,0.00008781479,0.9706077,0.000004086739,0.006930722,0.0001150265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978828,0.00008470633,0.0001383247,0.00007825915,0.00009105446,0.0002832343,0.00000250753,0.00004664031,0.001392495],"genre_scores_gemma":[0.9973963,0.0004000647,0.0003133781,0.000006133244,0.00005656697,0.00002739386,0.00003000772,0.00002591242,0.001744254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01529469,"threshold_uncertainty_score":0.4180391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716796072727717,"score_gpt":0.2363336776921551,"score_spread":0.2191657169648779,"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."}}