{"id":"W2052887532","doi":"10.1007/s00253-011-3188-4","title":"Electricity generation from carbon monoxide and syngas in a microbial fuel cell","year":2011,"lang":"en","type":"review","venue":"Applied Microbiology and Biotechnology","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; National Research Council Canada; Biotechnology Research Institute","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Syngas; Microbial fuel cell; Renewable energy; Syngas to gasoline plus; Biomass (ecology); Electricity generation; Waste management; Carbon monoxide; Environmental science; Pulp and paper industry; Chemistry; Organic chemistry; Catalysis; Engineering; Hydrogen production; Ecology","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001964454,0.0004492992,0.0009590816,0.000184215,0.0000680471,0.00001365633,0.0002601278,0.002283467,0.0001002162],"category_scores_gemma":[0.000007350194,0.0003775689,0.00006642962,0.000289199,0.0004852668,0.00002503642,0.0004074296,0.0007024608,0.0000815057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238242,"about_ca_system_score_gemma":0.0000265223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008077122,"about_ca_topic_score_gemma":0.001279335,"domain_scores_codex":[0.997966,0.0001001263,0.0005007619,0.0009741859,0.00002196982,0.0004369696],"domain_scores_gemma":[0.999337,0.00004795254,0.000288686,0.0002736049,0.000003264421,0.00004944882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001758826,0.00008055956,0.00004955964,0.0003843263,0.00002631141,0.000007821413,0.00005584848,1.870856e-7,0.8006496,0.0001759066,0.0003484394,0.1982039],"study_design_scores_gemma":[0.0004740396,0.0001041962,0.0000204449,0.0001079605,0.0002081611,0.0000821895,0.000007310791,0.000004905822,0.03729586,0.0004313794,0.9606341,0.0006294533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0504772,0.9474243,0.00001379817,0.0000469692,0.0001541742,0.0008297415,0.00007925506,0.00006066068,0.0009138869],"genre_scores_gemma":[0.009727902,0.9888242,0.000727104,0.0001036508,0.00007265135,0.00004349279,0.0003946936,0.00002725848,0.00007907676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9602857,"threshold_uncertainty_score":0.9998676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325527532459832,"score_gpt":0.1978497366079622,"score_spread":0.1845944612833638,"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."}}