{"id":"W2016479924","doi":"10.1007/s12678-014-0198-x","title":"Recent Advances in Microbial Electrocatalysis","year":2014,"lang":"en","type":"article","venue":"Electrocatalysis","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"U.S. Air Force; Ministerio de Economía y Competitividad","keywords":"Electrocatalyst; Biochemical engineering; Limiting; Nanotechnology; Electrosynthesis; Electrochemistry; Chemistry; Materials science; Electrode; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001838304,0.0008621258,0.0008146064,0.001210009,0.000305381,0.001924245,0.0007895744,0.00115952,0.002200596],"category_scores_gemma":[0.001701084,0.0003670713,0.0003840974,0.002251539,0.0009378001,0.003249384,0.0008940277,0.00180857,0.001192919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005793226,"about_ca_system_score_gemma":0.0008625958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004465441,"about_ca_topic_score_gemma":0.0008149846,"domain_scores_codex":[0.9995647,0.0000882508,0.00004375369,0.0001137758,0.0001372999,0.00005221402],"domain_scores_gemma":[0.9984326,0.0008090507,0.0001620483,0.00007337544,0.0003998466,0.0001232366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004284203,0.0002242799,0.001397894,0.01192278,0.0001429644,0.0002904487,0.0002192928,0.001036473,0.08836079,0.01562591,0.01285066,0.8675],"study_design_scores_gemma":[0.00004295708,0.0005552237,0.003648203,0.001290448,0.0002952772,0.001636744,0.0003906263,0.003102295,0.08624215,0.02037999,0.8822968,0.0001192075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006399462,0.9754667,0.007300245,0.003056848,0.001045692,0.00001431312,0.00007641032,0.00006284675,0.006577502],"genre_scores_gemma":[0.04249667,0.940519,0.007902678,0.001748477,0.002671615,0.00002729689,0.000265538,0.00002217142,0.004346661],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002200596,"threshold_uncertainty_score":0.009721935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002648038247180217,"score_gpt":0.1913503980353447,"score_spread":0.1887023597881645,"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."}}