{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003286867,0.0002350142,0.0004284372,0.0002100988,0.000113742,0.00002166967,0.0001534113,0.0002913824,0.00005102884],"category_scores_gemma":[0.00001718779,0.0003156969,0.00006774315,0.000405107,0.00008089376,0.0002089979,0.0001168613,0.0003089067,0.00002211446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003226168,"about_ca_system_score_gemma":0.00003090474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166106,"about_ca_topic_score_gemma":0.1219998,"domain_scores_codex":[0.9986671,0.0001317066,0.00005769237,0.000604352,0.0001311504,0.0004080491],"domain_scores_gemma":[0.9994862,0.00002639297,0.0001292328,0.0002419218,0.00002397133,0.00009226697],"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":[0.0003805806,0.00005086459,0.001739974,0.00005755269,0.000007833832,0.0002459199,0.001944521,0.00007338547,0.9934084,0.000003147911,0.001587661,0.000500156],"study_design_scores_gemma":[0.001739066,0.0001056871,0.8228006,0.001022311,0.00006154925,0.00002341937,0.003528807,0.0001595268,0.1574939,0.000006915277,0.01241809,0.0006401528],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903297,0.00003619828,0.001160534,0.007627439,0.0001922107,0.0004169359,0.00005657494,0.00001292327,0.0001674715],"genre_scores_gemma":[0.9790611,0.0002741753,0.008647449,0.00003334072,0.00002078712,9.344316e-7,0.00008415605,0.00002610337,0.01185194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8359145,"threshold_uncertainty_score":0.9999295,"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."}}