{"id":"W4318475489","doi":"10.3390/fermentation9020133","title":"Enhancing Biodegradation of Pyridine with Trehalose Lipid in Rhodococcus pyridinivorans sp. Strain HR-1-Inoculated Microbial Fuel Cell","year":2023,"lang":"en","type":"article","venue":"Fermentation","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Guangzhou Municipal Science and Technology Project; Canada First Research Excellence Fund; National Natural Science Foundation of China","keywords":"Biodegradation; Microbial fuel cell; Rhodococcus; Strain (injury); Chemistry; Trehalose; Degradation (telecommunications); Pulmonary surfactant; Microbiology; Nuclear chemistry; Food science; Anode; Biochemistry; Biology; Organic chemistry; Electrode","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":[0.0003476718,0.000152137,0.0001576197,0.0001191564,0.00005977128,0.00002334032,0.0001042906,0.00007757628,0.0006360281],"category_scores_gemma":[0.00001120629,0.0001379832,0.00004025952,0.0009056797,0.00006478193,0.0002785658,0.00003648967,0.0000964325,0.0002379764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001681366,"about_ca_system_score_gemma":0.00002109422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008199838,"about_ca_topic_score_gemma":0.00239726,"domain_scores_codex":[0.998751,0.00008307563,0.0003654514,0.0003063578,0.000243457,0.0002506593],"domain_scores_gemma":[0.9995897,0.00002843392,0.0001858143,0.0001317896,0.00001483326,0.00004937136],"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":[0.00009123329,0.00009838514,0.01664151,0.00007894301,0.000004031324,0.000004455154,0.001188169,0.002976238,0.9771374,0.000002778938,0.0004145248,0.001362304],"study_design_scores_gemma":[0.001664984,0.0002260359,0.2260331,0.00005227944,0.00002254207,0.000001735472,0.0005461148,0.002244675,0.7685807,0.00004937784,0.0003408492,0.0002376151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982505,0.000009544576,0.0001574377,0.0001864709,0.0001393017,0.0004585356,0.00006340219,0.00005149583,0.0006833419],"genre_scores_gemma":[0.9980745,0.00009281361,0.0006695939,0.00004821152,0.00004625446,0.00001279578,0.0008071228,0.00001781931,0.0002308919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2093916,"threshold_uncertainty_score":0.6964062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009179347252038792,"score_gpt":0.2155624985795414,"score_spread":0.2063831513275026,"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."}}