{"id":"W3114132080","doi":"10.1101/2020.11.12.380824","title":"Characterization and significance of extracellular polymeric substances, reactive oxygen species, and extracellular electron transfer in methanogenic biocathode","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Microbial electrolysis cell; Methanogenesis; Extracellular polymeric substance; Extracellular; Reactive oxygen species; Chemistry; Electron transfer; Anaerobic digestion; Methanobacterium; Anaerobic exercise; Carbon fibers; Biophysics; Biochemistry; Chemical engineering; Materials science; Biofilm; Microbial fuel cell; Biology; Bacteria; Methane; Anode; Gene; Electrode; Archaea; Photochemistry; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001656,0.0003622044,0.0002365531,0.0003389163,0.0001272318,0.0004247362,0.0001111512,0.0002888374,0.0003596245],"category_scores_gemma":[0.0002697177,0.0001051127,0.0001676545,0.0003294538,0.0001917766,0.000236924,0.0001708111,0.0002708317,0.0001329144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050909,"about_ca_system_score_gemma":0.0001431505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004555234,"about_ca_topic_score_gemma":0.0003641814,"domain_scores_codex":[0.9998746,0.00001496765,0.000009815899,0.00003606231,0.00004335152,0.00002116911],"domain_scores_gemma":[0.9998841,0.0000290678,0.00002160537,0.000009765051,0.00003710245,0.00001836925],"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":[0.00004021035,0.000008045329,0.0004934596,0.00001477966,0.000001933107,0.00002060687,0.00001282816,0.00001619745,0.9986938,0.00001187263,0.00000278802,0.0006835706],"study_design_scores_gemma":[0.000003440677,0.00007078832,0.01517264,0.000004445956,0.00001016997,0.00007321029,0.00007645704,0.0003875958,0.9837506,0.00005392477,0.0003933992,0.000003350458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963585,0.0004700374,0.002254358,0.00002100661,0.000009903195,0.00001819698,0.0004137785,0.00001290423,0.0004414161],"genre_scores_gemma":[0.9924493,0.0003980813,0.004648531,0.00002770227,0.000009214362,0.0000361757,0.0009040243,0.00001487979,0.001512051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004555234,"threshold_uncertainty_score":0.00120306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164655686135056,"score_gpt":0.188503675669614,"score_spread":0.1768571188082635,"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."}}