{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006581319,0.0001962681,0.0002190392,0.00002043355,0.00007437348,0.00000705378,0.00007240644,0.0001808392,0.0002188632],"category_scores_gemma":[0.000005235895,0.0001956209,0.00004221001,0.00002217235,0.0001252351,0.00004578336,0.00002150261,0.0001174304,0.000002596797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006258389,"about_ca_system_score_gemma":0.000006265861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001397295,"about_ca_topic_score_gemma":9.224684e-8,"domain_scores_codex":[0.9992046,0.000007548665,0.0002007618,0.0003186327,0.00003532197,0.0002331315],"domain_scores_gemma":[0.9996367,0.00006261218,0.0001229369,0.0001276268,0.000001355713,0.00004874908],"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":[0.00004540069,0.00006550957,0.000337903,0.0000865624,0.00007608542,4.755734e-7,0.0001058666,0.0001830316,0.9983204,0.0001941989,0.00002497519,0.0005595785],"study_design_scores_gemma":[0.001073809,0.00001772548,0.00005213307,0.00001017318,0.00003764566,0.00001486482,0.0003003469,0.00001234574,0.9904109,0.00006082059,0.007815833,0.0001934178],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985496,0.0003058304,0.0002235138,0.00001019067,0.00004491372,0.000123067,0.0002768555,0.00001089551,0.0004551014],"genre_scores_gemma":[0.9981872,0.0001225371,0.0007996454,0.00004088396,0.00006836581,0.00005595815,0.0005314848,0.00002399258,0.0001699311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007909528,"threshold_uncertainty_score":0.7977188,"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."}}