{"id":"W3026185503","doi":"10.1016/j.biteb.2020.100449","title":"Investigation of crude oil degradation using metal oxide anode-based microbial fuel cell","year":2020,"lang":"en","type":"article","venue":"Bioresource Technology Reports","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Microbial fuel cell; Anode; Degradation (telecommunications); Biodegradation; Hydrocarbon; Pulp and paper industry; Anoxic waters; Carbon fibers; Environmental chemistry; Chemistry; Chemical engineering; Materials science; Environmental science; Waste management; Electrode; Organic chemistry; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0002041132,0.0001717439,0.0002169333,0.0001105287,0.00007377976,0.00001538404,0.0001666993,0.0002785251,0.0001851907],"category_scores_gemma":[0.0000847248,0.0001661988,0.00007827207,0.0006776458,0.0003325753,0.0001137784,0.0001344382,0.000149623,0.00002934784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009227581,"about_ca_system_score_gemma":0.00004074104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002158859,"about_ca_topic_score_gemma":0.00004070211,"domain_scores_codex":[0.9985603,0.00003837693,0.000507188,0.0004427816,0.0002264595,0.0002248615],"domain_scores_gemma":[0.9990301,0.00001207834,0.0005599576,0.0002830885,0.00002462571,0.00009018577],"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":[0.00001258157,0.00002198894,0.0717912,0.00005017656,0.000004533544,0.00004465914,0.00006684731,0.0004277745,0.9268102,0.000002081463,0.0002703457,0.0004975931],"study_design_scores_gemma":[0.0002199657,0.00006466888,0.002171974,0.00001341207,0.00004793649,0.0000529893,0.00004807274,0.001203242,0.9918331,0.00006890543,0.004085876,0.0001898953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978467,0.0001234965,0.0005458409,0.0007724616,0.0000642486,0.0001362572,0.000005988456,0.0001493399,0.0003557237],"genre_scores_gemma":[0.9892296,0.000008863518,0.0103195,0.0002956315,0.00003103436,0.000004127797,0.00004939686,0.00001928926,0.00004252802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06961922,"threshold_uncertainty_score":0.6777391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739347264311412,"score_gpt":0.1940179489761928,"score_spread":0.1766244763330787,"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."}}