{"id":"W4378229053","doi":"10.1002/elsc.202200133","title":"Engineered nickel bioaccumulation in <i>Escherichia coli</i> by NikABCDE transporter and metallothionein overexpression","year":2023,"lang":"en","type":"article","venue":"Engineering in Life Sciences","topic":"Chromium effects and bioremediation","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; Centre for Excellence in Mining Innovation; University of Toronto","funders":"","keywords":"Bioaccumulation; Metallothionein; Effluent; Escherichia coli; Environmental chemistry; Chemistry; Wastewater; Environmental engineering; Cadmium; Environmental science; 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":[0.000539967,0.0001084559,0.0001135582,0.0001204727,0.00003927324,0.00002410295,0.0001145956,0.00005902115,0.00005205586],"category_scores_gemma":[0.00007899957,0.00009335228,0.00001550117,0.001182007,0.00006908776,0.0003346394,0.00003578786,0.00009046823,0.0000234107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004724459,"about_ca_system_score_gemma":0.00000886561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001956097,"about_ca_topic_score_gemma":0.00004034406,"domain_scores_codex":[0.9990368,0.00001894337,0.0001832994,0.0002675634,0.000256197,0.0002371964],"domain_scores_gemma":[0.999754,0.00008062171,0.0000271528,0.00006780212,0.000001672075,0.00006876575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00000547323,0.00002446897,0.07194512,0.00001855677,0.00000150578,0.000002259222,0.000461601,0.1869329,0.7395065,0.00002848486,0.0007037981,0.0003693095],"study_design_scores_gemma":[0.0004705679,0.00004716146,0.5639241,0.00005208456,0.000002158623,3.321832e-7,0.00004497861,0.4244467,0.0100742,0.00001942495,0.0007337576,0.0001845194],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990636,0.00006365879,0.000281185,0.0001790664,0.00009990806,0.0001520476,0.000003548309,0.00006599259,0.00009106262],"genre_scores_gemma":[0.9992286,0.00005768222,0.0005646774,0.00005304868,0.00002120642,0.00001705918,0.0000113143,0.000007500989,0.00003892682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7294323,"threshold_uncertainty_score":0.3806796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009776931394872165,"score_gpt":0.2190971582017628,"score_spread":0.2093202268068907,"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."}}