{"id":"W3195277082","doi":"10.1128/msystems.00378-21","title":"Ecology and Function of the Transmissible Locus of Stress Tolerance in Escherichia coli and Plant-Associated <i>Enterobacteriaceae</i>","year":2021,"lang":"en","type":"article","venue":"mSystems","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Government of Canada; Alberta Innovates; Alberta Agriculture and Forestry","keywords":"Biology; Escherichia coli; Klebsiella pneumoniae; Gene; Locus (genetics); Genetics; Enterobacteriaceae; Microbiology; Genome; Heat shock protein","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001573107,0.0000788038,0.0002039724,0.00001577125,0.00003229401,0.00000736741,0.00006418182,0.00009125481,0.000002292956],"category_scores_gemma":[0.00006555555,0.00006267332,0.00002855332,0.0001242716,0.00009514319,0.000002484334,0.00008847737,0.00006497616,7.243843e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008360326,"about_ca_system_score_gemma":0.00005938791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009389169,"about_ca_topic_score_gemma":0.001927167,"domain_scores_codex":[0.9992249,0.0001895524,0.0001971069,0.0001730604,0.00008136336,0.0001340029],"domain_scores_gemma":[0.99965,0.00002408319,0.00009065868,0.0001375416,0.00007183531,0.0000259082],"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":[0.00007282228,0.00006018448,0.2990937,0.0001924976,0.00005410348,0.00000132668,0.00008649538,0.00001992319,0.7002478,0.00001899174,0.00008002052,0.00007211542],"study_design_scores_gemma":[0.001562641,0.0003122369,0.7366019,0.0002436018,0.00002456077,0.000005521176,0.0004311943,0.0001747509,0.2574956,0.00001317486,0.003014307,0.0001204907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995988,0.003376422,0.00001427394,0.00008138445,0.000118258,0.0001641032,0.00006629831,0.000002179472,0.000189158],"genre_scores_gemma":[0.9991241,0.0005421923,0.00001513182,0.00002618341,0.00001954992,0.00001830215,0.00001426835,0.00000671704,0.000233615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4427522,"threshold_uncertainty_score":0.2555744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008298900812140606,"score_gpt":0.2205626946132147,"score_spread":0.2122637938010741,"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."}}