{"id":"W2953621869","doi":"","title":"Genetic mechanisms contributing to antimicrobial resistance: gene repression in Mycobacterium, gene transfer in Salmonella, and phage sensitivity in Escherichia","year":2018,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Saskatchewan Health Research Foundation","keywords":"Salmonella; Escherichia coli; Microbiology; Gene; Biology; Gene transfer; Genetics; Horizontal gene transfer; Psychological repression; Virology; Bacteria; Genome; Gene expression","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":[0.0001798161,0.0001851313,0.0001291793,0.0002249755,0.0001448723,0.0005274033,0.0001486843,0.0002445551,0.001912375],"category_scores_gemma":[0.0001863252,0.0001046887,0.0001130545,0.0001912932,0.0001670058,0.0001379377,0.0002016843,0.000283625,0.0006269717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002323248,"about_ca_system_score_gemma":0.0001876168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002829196,"about_ca_topic_score_gemma":0.0003411417,"domain_scores_codex":[0.9999563,0.000007302078,0.000004059264,0.000009429094,0.00001219141,0.0000108399],"domain_scores_gemma":[0.9999493,0.00001723336,0.00001170787,0.000002793389,0.00001043109,0.000008424236],"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":[0.0002481327,0.0001155494,0.002009468,0.0002740686,0.000009961474,0.0002055423,0.0004506736,0.0003354479,0.9641895,0.001280669,0.001152094,0.02972881],"study_design_scores_gemma":[0.00006498638,0.001043694,0.1302044,0.0002331141,0.00007987715,0.00127047,0.001697547,0.000983123,0.8093513,0.002134514,0.05289581,0.00004116216],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719873,0.01246389,0.001146421,0.001005997,0.00008311753,0.00003908456,0.0002342092,0.0000440318,0.01299606],"genre_scores_gemma":[0.9541953,0.01408781,0.001409328,0.0001510661,0.00004370457,0.00005162121,0.0005502756,0.00002762434,0.02948337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001912375,"threshold_uncertainty_score":0.006397545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004946378236984849,"score_gpt":0.1987988050774372,"score_spread":0.1938524268404524,"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."}}