{"id":"W3111771842","doi":"10.1016/j.envpol.2020.116358","title":"Tracking gene expression, metabolic profiles, and biochemical analysis in the halotolerant basidiomycetous yeast Rhodotorula mucilaginosa EXF-1630 during benzo[a]pyrene and phenanthrene biodegradation under hypersaline conditions","year":2020,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Pyrene; Phenanthrene; Biodegradation; Benzo(a)pyrene; Halotolerance; Chemistry; Yeast; Biochemistry; Environmental chemistry; Food science; Microbiology; Biology; Bacteria; Organic chemistry","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":[0.00010728,0.0002985835,0.0002675492,0.0002370729,0.0001318624,0.0002774495,0.0001643775,0.0002310599,0.0004026059],"category_scores_gemma":[0.000185696,0.0001344268,0.0002696429,0.000367775,0.0001635356,0.0001840678,0.0001670308,0.0003000975,0.0001974671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001954092,"about_ca_system_score_gemma":0.0001673644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119576,"about_ca_topic_score_gemma":0.002182597,"domain_scores_codex":[0.9998412,0.00001700199,0.00001532952,0.00004919792,0.00004159729,0.00003558453],"domain_scores_gemma":[0.999867,0.00002926509,0.00003786765,0.00001218121,0.00002673434,0.00002700535],"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":[0.00008025179,0.00001517811,0.0002923548,0.000007874954,0.000002027223,0.00001798798,0.00001673996,0.00003397296,0.9990232,0.00001255612,0.000007291335,0.0004904689],"study_design_scores_gemma":[0.00001051269,0.0003752038,0.03472884,0.000004133729,0.00002201921,0.0001434353,0.000138365,0.001269001,0.96267,0.0000421461,0.0005852694,0.00001106425],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971282,0.0002224294,0.001061829,0.00004889132,0.000009271994,0.00001240789,0.0009820431,0.00003743269,0.0004974161],"genre_scores_gemma":[0.992997,0.0002724305,0.002246534,0.00004310887,0.00000600986,0.00004050762,0.001786563,0.00002453104,0.002583325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002119576,"threshold_uncertainty_score":0.004214525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224843956587548,"score_gpt":0.2072727478331666,"score_spread":0.1950243082672911,"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."}}