{"id":"W2028307058","doi":"10.1080/10934520701244417","title":"Sludge reduction and volatile fatty acid recovery using microwave advanced oxidation process","year":2007,"lang":"en","type":"article","venue":"Journal of Environmental Science and Health Part A","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Acetic acid; Chemical oxygen demand; Sulfuric acid; Hydrogen peroxide; Sewage sludge; Volatile suspended solids; Fatty acid; Chromatography; Nuclear chemistry; Sewage treatment; Organic chemistry; Waste management","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":[0.0001735647,0.0003583989,0.000401443,0.0001957902,0.0001254424,0.000233731,0.0001810773,0.0003795025,0.0005030459],"category_scores_gemma":[0.0001840557,0.0001333063,0.0003994354,0.0002615923,0.000143224,0.0002040795,0.0002659109,0.0003531388,0.0001547857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903264,"about_ca_system_score_gemma":0.0002201964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007160986,"about_ca_topic_score_gemma":0.001049184,"domain_scores_codex":[0.9997838,0.0000474053,0.00001621366,0.00004038266,0.00007224828,0.00003991995],"domain_scores_gemma":[0.9999372,0.000008461895,0.00001665897,0.000006644048,0.0000217847,0.000009243598],"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":[0.00005979084,0.000009517985,0.00007540466,0.0000289249,0.000003732967,0.0000155378,0.000004782531,0.0001155018,0.9985468,0.00001664314,0.000006289132,0.001117259],"study_design_scores_gemma":[0.00001278683,0.0002420324,0.001039253,0.00000418406,0.00001582702,0.00006389213,0.00001076287,0.001016569,0.9966708,0.00003190165,0.0008885651,0.000003462679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933882,0.001150376,0.00456489,0.00004796487,0.00001662516,0.00002400164,0.00005544254,0.00003735675,0.0007152898],"genre_scores_gemma":[0.9907551,0.0008762698,0.006067029,0.00002667583,0.000009093442,0.00001986026,0.0001628644,0.00001435117,0.002068612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007160986,"threshold_uncertainty_score":0.001682818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02391690043000962,"score_gpt":0.3081024820926752,"score_spread":0.2841855816626656,"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."}}