{"id":"W4366492266","doi":"10.11159/iceptp23.196","title":"Performance Evaluation of Microbial Desalination Cells with Different Anode Surface Area on Phenol Removal and Energy Harvesting","year":2023,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Desalination; Anode; Energy harvesting; Phenol; Environmental science; Pulp and paper industry; Materials science; Chemical engineering; Energy (signal processing); Process engineering; Chemistry; Electrode; Engineering; Membrane; Biochemistry; Physics","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":[0.0004443583,0.0008766251,0.001216335,0.0005551653,0.000369937,0.0009668749,0.0006155915,0.0009872203,0.001132441],"category_scores_gemma":[0.000577595,0.0002379059,0.00090651,0.001111015,0.0002178012,0.0007753578,0.0004873902,0.0007533984,0.0003946155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00049791,"about_ca_system_score_gemma":0.0002771787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874714,"about_ca_topic_score_gemma":0.002180908,"domain_scores_codex":[0.9992647,0.00007868624,0.000108353,0.0001600616,0.0002655552,0.0001226803],"domain_scores_gemma":[0.9995319,0.00009196725,0.0000717783,0.00002678759,0.0002259101,0.00005178553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006804568,0.0003992557,0.0006287713,0.0004099935,0.00003074607,0.0000780636,0.00009334867,0.0006718042,0.9903634,0.00006903927,0.0001707797,0.006404324],"study_design_scores_gemma":[0.00003676212,0.00208698,0.003390542,0.00002144808,0.00007256167,0.00004864077,0.0001070781,0.002812165,0.9901543,0.00003442791,0.001202951,0.00003218615],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943911,0.002455701,0.0008775218,0.0001142191,0.00009522067,0.00006624729,0.0009734012,0.00004769038,0.0009789423],"genre_scores_gemma":[0.9893812,0.003243584,0.004299223,0.00008623792,0.0000415977,0.0001530581,0.001065641,0.00002798854,0.001701421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001874714,"threshold_uncertainty_score":0.003788352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008075536380499135,"score_gpt":0.1771221535468002,"score_spread":0.1690466171663011,"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."}}