{"id":"W7074182392","doi":"","title":"High-throughput transposon mutagenesis in the family Enterobacteriaceae reveals core essential genes and rapid turnover of essentiality.","year":2024,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Directorate for Biological Sciences; King Abdullah University of Science and Technology; Royal Society Te Apārangi; Ministry of Business, Innovation and Employment; Marsden Fund; Bayerisches Staatsministerium für Wissenschaft und Kunst; UK Research and Innovation","keywords":"Transposable element; Gene; Transposon mutagenesis; Genome; Enterobacteriaceae; Salmonella enterica; Escherichia coli; Mutagenesis; Bacterial genome size","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":[0.0003086177,0.0003320387,0.0002251339,0.0005461265,0.000192098,0.0002994533,0.000144315,0.0002748254,0.0002701364],"category_scores_gemma":[0.0007350242,0.0001053881,0.0003779102,0.0004096383,0.0001611956,0.000141955,0.0002610293,0.0003918028,0.0001871239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000259353,"about_ca_system_score_gemma":0.0001497284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009299376,"about_ca_topic_score_gemma":0.00188677,"domain_scores_codex":[0.9998038,0.00003447619,0.00002094379,0.00005791134,0.00005422868,0.00002861979],"domain_scores_gemma":[0.9994401,0.0002705068,0.0001192237,0.00005962706,0.000050358,0.00006010504],"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":[0.0001289808,0.00004466807,0.01115403,0.00004810976,0.00002588011,0.00004689864,0.00004160215,0.0005480979,0.9826494,0.00005095006,0.00004456225,0.005216795],"study_design_scores_gemma":[0.00001444683,0.0007989006,0.1956484,0.0000207436,0.00009841566,0.0009122664,0.0002026728,0.02173686,0.7788091,0.0003031713,0.001425549,0.00002943063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939235,0.0001961809,0.004904459,0.000027128,0.000003659256,0.00002003579,0.0006567831,0.0000865369,0.000181778],"genre_scores_gemma":[0.9820994,0.0002429127,0.01400148,0.00004699346,0.000002464725,0.00002208348,0.003135302,0.00003831722,0.000411102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009299376,"threshold_uncertainty_score":0.001881778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216625247455158,"score_gpt":0.1858643807774707,"score_spread":0.1736981283029191,"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."}}