{"id":"W2120720879","doi":"10.1002/bit.1060","title":"Transformation of 2,4,6‐trinitrotoluene (TNT) by immobilized <i>Phanerochaete chrysosporium</i> under fed‐batch and continuous TNT feeding conditions","year":2001,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; Department of National Defence; Biotechnology Research Institute","funders":"","keywords":"Trinitrotoluene; Glycerol; Chrysosporium; Chemistry; Phanerochaete; Bioreactor; Transformation (genetics); Nuclear chemistry; Biodegradation; Biochemistry; Organic chemistry; Enzyme","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":[0.000142911,0.0001394265,0.0001832927,0.00007262102,0.00008068256,0.00001407091,0.00008507083,0.0002590213,0.0001374802],"category_scores_gemma":[0.00001564915,0.0001275788,0.00002428208,0.0002341833,0.0002346756,0.0001218856,0.00005256193,0.000127785,0.000009999708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004066637,"about_ca_system_score_gemma":0.000004126209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004685872,"about_ca_topic_score_gemma":0.00002161163,"domain_scores_codex":[0.9992327,0.000008950225,0.0002382681,0.0002047571,0.0001040958,0.0002111904],"domain_scores_gemma":[0.999732,0.0000187784,0.00008601068,0.00009526875,0.00001015165,0.00005776478],"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":[0.00002056408,0.0000247885,0.002300959,0.00001420353,0.00001390399,0.000001591909,0.00007149261,0.0000161772,0.9952849,0.0002046505,0.0001074763,0.001939345],"study_design_scores_gemma":[0.001201652,0.0002020539,0.008832361,0.00003411396,0.00003308126,0.0001033671,0.000292323,0.001147204,0.9804769,0.00007156555,0.007301968,0.0003033974],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964767,0.000199323,0.001504144,0.001158625,0.00007210745,0.0002371967,0.00003582481,0.0001108496,0.0002052594],"genre_scores_gemma":[0.9985739,0.0009379998,0.0003137747,0.00008564739,0.000009431367,0.000006594986,0.00001984394,0.000008051715,0.00004478073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01480793,"threshold_uncertainty_score":0.5202514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0049541757475149,"score_gpt":0.1948601976871464,"score_spread":0.1899060219396315,"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."}}