{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000191986,0.0001783569,0.0004843893,0.0002117854,0.00003597364,0.0000186556,0.0001481618,0.00007341945,0.00004042594],"category_scores_gemma":[0.00002386491,0.0001368172,0.0001642903,0.0003655903,0.00002909512,0.0001384925,0.00002872221,0.0003084502,0.00005421886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004869997,"about_ca_system_score_gemma":0.00001364045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001644655,"about_ca_topic_score_gemma":0.000001873672,"domain_scores_codex":[0.9988135,0.0001028679,0.0003934371,0.0001405059,0.0003760455,0.0001736799],"domain_scores_gemma":[0.9993696,0.000130132,0.0001551775,0.0001573467,0.00008190599,0.0001058811],"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":[0.0005469454,0.0008878718,0.0007813299,0.0001763837,0.002180964,0.0002778046,0.002163111,0.000856238,0.9748062,0.000005662685,0.01577045,0.001546988],"study_design_scores_gemma":[0.001850733,0.001340194,0.002914678,0.0001281418,0.0003193925,0.00002185228,0.002373476,0.001730946,0.988268,0.00001319946,0.0008718217,0.0001675189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967626,0.001606448,0.00002241728,0.00008025187,0.001046527,0.000211195,0.00004535981,0.00006231129,0.0001628638],"genre_scores_gemma":[0.9993254,0.00009969543,0.0001060586,0.000009469214,0.0002297014,0.000001611889,0.00001104608,0.00001800003,0.000199039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01489862,"threshold_uncertainty_score":0.5579244,"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."}}