{"id":"W4313235994","doi":"10.14447/jnmes.v25i4.a11","title":"Construction of an MFC Anaerobic-Aerobic Coupled Denitrification System and Its Performance Enhancement Method","year":2022,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microbial fuel cell; Anaerobic exercise; Denitrification; Pollutant; Biochemical engineering; Microorganism; Environmental science; Transformation (genetics); Environmental chemistry; Pulp and paper industry; Chemistry; Bacteria; Biology; Engineering; Electrode; Biochemistry; Nitrogen","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002741461,0.0004005805,0.0005245518,0.0003930285,0.0004764337,0.0002743006,0.0004375813,0.0005135479,0.0003017586],"category_scores_gemma":[0.0001575502,0.0003047835,0.0004094904,0.0003096637,0.0001860008,0.0003273664,0.0004296014,0.0004975153,0.0002292692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000316205,"about_ca_system_score_gemma":0.0004134883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001764242,"about_ca_topic_score_gemma":0.001182624,"domain_scores_codex":[0.9997056,0.0000212369,0.00002879613,0.00007980736,0.0001291768,0.0000352611],"domain_scores_gemma":[0.9999627,0.000003246178,0.000005768738,0.00000538178,0.00001294678,0.00000999086],"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":[0.00004933547,0.00007339776,0.000478893,0.0001063385,0.000007320752,0.00008307456,0.00003112368,0.001644365,0.9861354,0.0004999161,0.0000619302,0.01082899],"study_design_scores_gemma":[0.00002578582,0.0003556814,0.003482645,0.0000121403,0.00004162948,0.0002756619,0.0000215179,0.0272492,0.9629143,0.0001702867,0.005416059,0.00003505995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8410122,0.001523012,0.151727,0.000241744,0.0001378557,0.0005022623,0.00035545,0.0008906869,0.003609873],"genre_scores_gemma":[0.8906908,0.0007301653,0.1060875,0.00004004852,0.00002444634,0.0003494139,0.0003628705,0.00002133242,0.001693422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001764242,"threshold_uncertainty_score":0.003507912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00956458969832982,"score_gpt":0.229056813509149,"score_spread":0.2194922238108192,"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."}}