{"id":"W4251471476","doi":"10.32920/ryerson.14648706","title":"Heterogeneity In Two-Component Signaling Systems Within Different Strains Of Inflammatory Bowel Disease Associated Escherichia Coli","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Escherichia coli; Biology; Gene; Signal transduction; Microbiology; Phenotype; Polymyxin; Genetics; Bacteria; Cell biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002178541,0.0002902425,0.0002524437,0.0006697187,0.0001545142,0.0005446032,0.000219815,0.0003311075,0.0005175151],"category_scores_gemma":[0.0006419126,0.0001756317,0.0002742956,0.0004284973,0.0002469057,0.0002160948,0.0004693835,0.000422551,0.0001938578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001444501,"about_ca_system_score_gemma":0.0001148936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005374126,"about_ca_topic_score_gemma":0.0003717023,"domain_scores_codex":[0.9994856,0.00008876967,0.00008589734,0.0001168093,0.0001102908,0.000112562],"domain_scores_gemma":[0.9996746,0.00008897701,0.00007683461,0.00005693084,0.00004561805,0.00005699243],"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":[0.0001123947,0.0000438822,0.003391636,0.00001338192,0.000007463556,0.00005350366,0.00005298198,0.00004089116,0.9955843,0.00002918998,0.00001027077,0.0006601728],"study_design_scores_gemma":[0.00003360119,0.0008147395,0.1902579,0.00001390206,0.0000745731,0.002186232,0.0007105207,0.001208823,0.8032868,0.0002384617,0.001140911,0.00003358867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989154,0.00005946858,0.0005639617,0.00002455815,0.000003665484,0.00001019685,0.0001926275,0.000009354771,0.0002206746],"genre_scores_gemma":[0.9966923,0.00007333338,0.001934196,0.00005053842,0.000004058025,0.00003074966,0.0008420151,0.00001659462,0.0003561739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006697187,"threshold_uncertainty_score":0.001731277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447671102561029,"score_gpt":0.2616169580646627,"score_spread":0.2471402470390524,"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."}}