{"id":"W4285398910","doi":"10.1149/ma2022-01412470mtgabs","title":"(Digital Presentation) Electrochemical Characterization of Microbial Fuel Cell Electrodes Using Cyclic Voltammetry and Electrochemical Impedance Spectroscopy","year":2022,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centennial College; Trent University","funders":"","keywords":"Microbial fuel cell; Cyclic voltammetry; Dielectric spectroscopy; Electrode; Materials science; Working electrode; Electrochemistry; Reference electrode; Electrolyte; Auxiliary electrode; Chemical engineering; Analytical Chemistry (journal); Chemistry; Anode; Environmental chemistry","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":[0.0002446357,0.0001898513,0.0001945614,0.00005735016,0.0001904976,0.0000646225,0.0001873058,0.0000724749,0.0001844817],"category_scores_gemma":[0.00006719015,0.000213325,0.00005961173,0.0003253479,0.00009601053,0.0002439289,0.0001803912,0.0003028538,0.00001241739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002375181,"about_ca_system_score_gemma":0.00003693589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006418443,"about_ca_topic_score_gemma":0.000004561532,"domain_scores_codex":[0.9983259,0.00004736798,0.0004190241,0.0004261647,0.0003514346,0.0004300612],"domain_scores_gemma":[0.9993262,0.00006197776,0.0003639615,0.0001383719,0.00001713811,0.00009236243],"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":[0.00007627684,0.0001303032,0.008015846,0.000045726,0.000006156369,0.000001781977,0.0001192947,0.0002150932,0.9912405,4.980235e-7,0.00007499988,0.00007350965],"study_design_scores_gemma":[0.0002994185,0.0001035541,0.006307781,0.000007959552,0.0000203511,0.00003025623,0.00002655411,0.0008761258,0.9914016,0.00005103298,0.0006641151,0.000211301],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940189,0.0001040047,0.00009564092,0.00005281741,0.00008235867,0.0002144407,0.00001933021,0.00003518342,0.005377369],"genre_scores_gemma":[0.997911,0.00005990524,0.001506042,0.00006290333,0.0001381055,0.000006545778,0.0001855526,0.0000267142,0.0001031783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005274191,"threshold_uncertainty_score":0.8699143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005352008886867968,"score_gpt":0.2045497068657257,"score_spread":0.1991976979788578,"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."}}