{"id":"W2054012824","doi":"10.1080/10934520902719944","title":"Solubilization of municipal anaerobic sludge using microwave-enhanced advanced oxidation process","year":2009,"lang":"en","type":"article","venue":"Journal of Environmental Science and Health Part A","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Ammonia; Chemical oxygen demand; Hydrogen peroxide; Oxygen; Total dissolved solids; Volatile suspended solids; Anaerobic exercise; Inorganic chemistry; Nuclear chemistry; Environmental chemistry; Waste management; Wastewater; Organic chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007708112,0.0001263334,0.0002251547,0.00009378989,0.0002749866,0.00001661306,0.000196236,0.00003129027,0.0001128663],"category_scores_gemma":[0.00002117975,0.0001070255,0.00003323028,0.0003387873,0.0004247351,0.001174796,0.00005448174,0.00009079328,0.00000619022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007013829,"about_ca_system_score_gemma":0.00007196923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001233529,"about_ca_topic_score_gemma":0.00001267493,"domain_scores_codex":[0.9982003,0.00003562439,0.0005696376,0.000237137,0.0006552426,0.0003020581],"domain_scores_gemma":[0.9988763,0.00001058461,0.0007418207,0.000141931,0.00001747083,0.0002118314],"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":[0.00003849877,0.0002248098,0.004698775,0.000008897256,0.000002895345,0.00000134171,0.001525718,0.008547143,0.9498367,0.00001021129,0.00001587952,0.03508909],"study_design_scores_gemma":[0.001974487,0.00232355,0.3685561,0.0001831489,0.00003213322,0.00008674815,0.001794274,0.002218886,0.6207286,0.001035569,0.0007301686,0.0003364106],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996639,0.0001538546,0.00239359,0.0003790345,0.00007514488,0.0002387167,0.000002424942,0.000004429136,0.0001138206],"genre_scores_gemma":[0.9896861,0.0003687791,0.009511068,0.0003810654,0.00002198957,0.000001467246,0.000002516374,0.00000556328,0.00002140023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3638573,"threshold_uncertainty_score":0.4364374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02703633353675198,"score_gpt":0.3216786089483036,"score_spread":0.2946422754115516,"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."}}