{"id":"W2042460023","doi":"10.1080/03601234.2010.515474","title":"Treatment of dairy manure using the microwave enhanced advanced oxidation process under a continuous mode operation","year":2010,"lang":"en","type":"article","venue":"Journal of Environmental Science and Health Part B","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Manure; Microwave; Mode (computer interface); Process (computing); Environmental science; Process engineering; Oxidation process; Agricultural engineering; Materials science; Agronomy; Pulp and paper industry; Computer science; Engineering; Telecommunications; Biology","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":[0.0003990032,0.0001189657,0.0001873794,0.00003932996,0.0003733312,0.00002941857,0.0001492298,0.00003359042,0.000116359],"category_scores_gemma":[0.000004728128,0.00007111247,0.00004180053,0.0001105704,0.0005666509,0.0005164599,0.00003752512,0.00008849281,0.000005645289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003084537,"about_ca_system_score_gemma":0.00008136885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004797048,"about_ca_topic_score_gemma":0.00007951968,"domain_scores_codex":[0.9987282,0.00003036854,0.000353167,0.0001830426,0.000466365,0.0002388688],"domain_scores_gemma":[0.9992367,0.00001330705,0.0004716218,0.0001266097,0.000009711824,0.0001420654],"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":[0.00004064547,0.0001992691,0.004393785,0.000003507798,0.000006869217,0.000001596957,0.001386309,0.0007346833,0.9812446,0.000008712454,0.00001161595,0.0119684],"study_design_scores_gemma":[0.001442859,0.001334839,0.05179298,0.00002395564,0.0000385487,0.0001996734,0.002173557,0.001185493,0.940845,0.0002140973,0.0006028617,0.0001461789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984442,0.0001094479,0.0002084931,0.0007300657,0.0001444311,0.0002834635,0.0000040191,0.000002261339,0.00007359801],"genre_scores_gemma":[0.9963616,0.0002234419,0.003158818,0.0001317377,0.00005499913,0.000003709698,0.000001888663,0.000005729363,0.00005814697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04739919,"threshold_uncertainty_score":0.2899882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02117160325961808,"score_gpt":0.3049691636004006,"score_spread":0.2837975603407825,"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."}}