{"id":"W4318197715","doi":"10.1111/wej.12850","title":"Continuous cultivation of <scp><i>Debaryomyces hansenii</i></scp> (LAF‐3 10 U) on dodecane in synthetic desalter effluent at varying dilution rates on dodecane","year":2023,"lang":"en","type":"article","venue":"Water and Environment Journal","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Debaryomyces hansenii; Dilution; Effluent; Halotolerance; Bioreactor; Chemistry; Dodecane; Biodegradation; Wastewater; Chromatography; Yeast; Substrate (aquarium); Environmental engineering; Salinity; Environmental science; Biology; Nuclear chemistry; Ecology; Biochemistry; 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":[0.0002186753,0.0004272256,0.0004184277,0.0001552073,0.0001802111,0.0004163555,0.0002554756,0.0002223279,0.0005378195],"category_scores_gemma":[0.0001914182,0.0001276094,0.000395035,0.0003093327,0.0001323586,0.0002389221,0.0003304894,0.0003625479,0.0002416626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002358044,"about_ca_system_score_gemma":0.000251973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004014663,"about_ca_topic_score_gemma":0.003657041,"domain_scores_codex":[0.9997838,0.00003050366,0.00003982261,0.00005468835,0.00005580045,0.00003544079],"domain_scores_gemma":[0.9998626,0.0000343883,0.00002999344,0.00002271004,0.00002907424,0.00002125414],"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":[0.00007993099,0.00004196162,0.0003390021,0.00004510927,0.000004892352,0.00004889919,0.00002245219,0.0001581942,0.9978616,0.00002063402,0.0000202389,0.001357076],"study_design_scores_gemma":[0.000006020355,0.0004160955,0.003425514,0.00001174973,0.000013441,0.0000548212,0.00005520051,0.0008075251,0.9945261,0.000009365386,0.0006669117,0.00000733566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971322,0.0002821617,0.001138994,0.00003578925,0.00001325036,0.00003223357,0.0003782512,0.00003605357,0.0009512246],"genre_scores_gemma":[0.9912705,0.0004447152,0.005240998,0.00002656208,0.000006829942,0.00003910656,0.001008095,0.00001966658,0.001943411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004014663,"threshold_uncertainty_score":0.007982612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108695857384917,"score_gpt":0.2105792809868562,"score_spread":0.199492322413007,"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."}}