{"id":"W2113320648","doi":"10.1128/aem.69.8.4575-4582.2003","title":"Engineering <i>Deinococcus geothermalis</i> for Bioremediation of High-Temperature Radioactive Waste Environments","year":2003,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biological and Environmental Research; Atomic Energy of Canada Limited","keywords":"Deinococcus radiodurans; Bioremediation; Mesophile; Thermophile; Deinococcus; Radioactive waste; Nitrilotriacetic acid; Chemistry; Bacteria; Waste management; Radiochemistry; Nuclear chemistry; Biology; DNA; Biochemistry; Inorganic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001784931,0.0005190913,0.0002513581,0.0002098463,0.0001718576,0.0003479513,0.000221827,0.0002010632,0.0003761354],"category_scores_gemma":[0.000228669,0.0001215077,0.0002752342,0.0002438482,0.0001613977,0.0001990221,0.0003747826,0.0003291326,0.0002866321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002511564,"about_ca_system_score_gemma":0.0003023594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000573,"about_ca_topic_score_gemma":0.001350274,"domain_scores_codex":[0.9998354,0.00002943289,0.00001744955,0.00002834769,0.00005259343,0.00003689057],"domain_scores_gemma":[0.9998773,0.00001785505,0.00005106663,0.00001767706,0.0000169,0.00001915991],"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":[0.00002110383,0.00002077143,0.0002738164,0.00001694849,0.000003559862,0.00003603736,0.000008833829,0.0001470181,0.9976767,0.00008652535,0.00002364421,0.001685124],"study_design_scores_gemma":[0.000005885599,0.0001487486,0.001540455,0.00000411543,0.00001032906,0.000259247,0.00002486547,0.0005588107,0.9949651,0.00004356109,0.0024347,0.000004112275],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843165,0.0006773405,0.01183528,0.0001548243,0.00003806048,0.00008792988,0.0002689848,0.0001469733,0.002474071],"genre_scores_gemma":[0.9749044,0.0006805899,0.02109943,0.00004689174,0.00001124095,0.000043496,0.0008304467,0.00005359287,0.002329797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001000573,"threshold_uncertainty_score":0.001989543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002640219632387759,"score_gpt":0.1575621961261049,"score_spread":0.1549219764937172,"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."}}