{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001175047,0.0001667976,0.0001094992,0.0006127733,0.0002206733,0.0003139761,0.0001605469,0.0002505584,0.0008885501],"category_scores_gemma":[0.000234809,0.0001167923,0.000119581,0.0003171089,0.0003074545,0.0001535962,0.0002738887,0.000266374,0.0002400773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002833736,"about_ca_system_score_gemma":0.0002770128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001680022,"about_ca_topic_score_gemma":0.001823443,"domain_scores_codex":[0.9998899,0.00001745029,0.000006670894,0.00003077021,0.00002158,0.00003362755],"domain_scores_gemma":[0.9997824,0.00003429182,0.00005733753,0.00001522782,0.00003324898,0.00007748127],"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":[0.000127876,0.00005856496,0.02622226,0.00003192903,0.000006768585,0.00008191296,0.0001455935,0.00009614013,0.9690436,0.0002780477,0.00002893568,0.003878327],"study_design_scores_gemma":[0.00001858219,0.000510674,0.8583243,0.00002708601,0.00002290396,0.001607667,0.001129287,0.00181331,0.1344384,0.0005365176,0.001551031,0.00002010053],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988971,0.0001322665,0.0004319479,0.00003001627,0.000001393258,0.000003504768,0.00007125442,0.000005238879,0.00042723],"genre_scores_gemma":[0.9986475,0.00009425734,0.0004592713,0.00001456094,0.000001616622,0.000004428502,0.0002739052,0.000003866538,0.0005005318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001680022,"threshold_uncertainty_score":0.003340483,"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."}}