{"id":"W4321602384","doi":"10.1016/j.biortech.2023.128778","title":"A comparison of reactor configuration using a fruit waste fed two-stage anaerobic up-flow leachate reactor microbial fuel cell and a single-stage microbial fuel cell","year":2023,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Punjab Educational Endowment Fund","keywords":"Microbial fuel cell; Chemical oxygen demand; Leachate; Food waste; Waste management; Environmental science; Bioenergy; Bioreactor; Pulp and paper industry; Biogas; Population; Anaerobic exercise; Biodegradable waste; Chemistry; Environmental engineering; Biofuel; Wastewater; Biology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003632959,0.0004501692,0.0006122397,0.0004738786,0.000159967,0.00007707041,0.0004702553,0.000590531,0.0004545284],"category_scores_gemma":[0.00004516289,0.0004502322,0.0001324438,0.001121838,0.0006910128,0.000167518,0.0004749396,0.0004203378,0.0002140484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002548491,"about_ca_system_score_gemma":0.00003765964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007752744,"about_ca_topic_score_gemma":0.0007113843,"domain_scores_codex":[0.9972026,0.0001230835,0.0007834387,0.0008566866,0.0002905821,0.0007435944],"domain_scores_gemma":[0.9984975,0.00006399174,0.0007043936,0.0005489815,0.00004154335,0.0001435909],"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":[0.0001519146,0.0002326791,0.006095037,0.0002546891,0.00001328972,0.000015005,0.001234042,0.0002306587,0.9896843,0.00000926642,0.001218897,0.0008602578],"study_design_scores_gemma":[0.002036262,0.0004481197,0.0004675047,0.00005239087,0.00006928198,0.00001018865,0.001461787,0.007861214,0.9507263,0.00002131372,0.03627075,0.0005749507],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968244,0.0003005961,0.0001855796,0.0002351346,0.000315392,0.0007463479,0.0002049565,0.0003211744,0.0008663955],"genre_scores_gemma":[0.995586,0.0001188436,0.002472613,0.00006811009,0.0001006869,0.00001100758,0.0001989313,0.00006663518,0.001377168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03895802,"threshold_uncertainty_score":0.999795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02789167200636535,"score_gpt":0.2532301288549328,"score_spread":0.2253384568485674,"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."}}