{"id":"W4367320525","doi":"10.3390/jof9040469","title":"A Comparative Study on Heavy Metal Removal from CCA-Treated Wood Waste by Yarrowia lipolytica: Effects of Metal Stress","year":2023,"lang":"en","type":"article","venue":"Journal of Fungi","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Technologique des Résidus Industriels; York University; Université du Québec en Abitibi-Témiscamingue","funders":"Natural Science Foundation of Shandong Province; Northeast Forestry University","keywords":"Bioremediation; Yarrowia; Chromated copper arsenate; Copper; Chemistry; Metal; Arsenic; Metal ions in aqueous solution; Oxalic acid; Nuclear chemistry; Environmental chemistry; Yeast; Inorganic chemistry; Contamination; Organic chemistry; Biology; Biochemistry","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":[0.0001906169,0.0006454188,0.0005477334,0.0002619907,0.0001885596,0.000373396,0.000215271,0.0003373033,0.0004502048],"category_scores_gemma":[0.0001321824,0.0001306072,0.0006371093,0.0003506219,0.00015441,0.0003293759,0.0003152075,0.0003768715,0.0002022578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318198,"about_ca_system_score_gemma":0.0002039335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181159,"about_ca_topic_score_gemma":0.001153739,"domain_scores_codex":[0.9998524,0.00002131774,0.00002226971,0.00003254461,0.00003648656,0.00003488441],"domain_scores_gemma":[0.9998666,0.00002069442,0.00003075953,0.00001367687,0.00004211881,0.00002619175],"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":[0.0000618365,0.00003008381,0.0003194893,0.00005290977,0.00000688728,0.00003453648,0.0000157032,0.00002215674,0.99863,0.000009155893,0.000007168806,0.0008101111],"study_design_scores_gemma":[0.000007749167,0.0007540218,0.01067706,0.00000836659,0.00004292218,0.000137954,0.0001287467,0.00027227,0.9872278,0.0000164477,0.00071495,0.000011752],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996367,0.001870345,0.001009434,0.00005827095,0.00001649587,0.00001767849,0.0002408304,0.00002121505,0.0003987672],"genre_scores_gemma":[0.9935856,0.001527048,0.002538002,0.00005291613,0.00001191818,0.00003669657,0.0006740587,0.00001485684,0.001558698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001181159,"threshold_uncertainty_score":0.002348602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684588471546232,"score_gpt":0.246042604930553,"score_spread":0.2291967202150907,"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."}}