{"id":"W4405098753","doi":"10.22215/etd/2024-16209","title":"The Role of Foodborne Bacteria in Antimicrobial Resistance Dissemination","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salmonella enterica; Bacteria; Salmonella; Antimicrobial; Antibiotic resistance; Biology; Plasmid; Microbiology; Food chain; Biotechnology; Horizontal gene transfer; Gene; Genome; Genetics; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00079359,0.0002479427,0.0002438324,0.0006094005,0.00105483,0.003210039,0.0003745113,0.0005971307,0.003783832],"category_scores_gemma":[0.001369743,0.0001478796,0.0001963458,0.000802407,0.001110541,0.000724055,0.0009214201,0.0006357003,0.0003890507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003348795,"about_ca_system_score_gemma":0.008019266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1000607,"about_ca_topic_score_gemma":0.1218086,"domain_scores_codex":[0.9991981,0.0001332145,0.00001972358,0.00008517138,0.0003507877,0.000212942],"domain_scores_gemma":[0.9990612,0.0002352739,0.0001937053,0.00003226397,0.0003533375,0.0001242974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003824016,0.0003876357,0.2922894,0.003622015,0.0001268639,0.003122411,0.02638154,0.001023185,0.06667123,0.03412906,0.01517561,0.5566886],"study_design_scores_gemma":[0.00002630916,0.0005878891,0.643089,0.002207153,0.0001617967,0.001870842,0.04569802,0.0008773346,0.03351952,0.01061426,0.2612687,0.00007922736],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.839119,0.05611731,0.001973734,0.01273353,0.0001808562,0.0001019512,0.0005468153,0.00004974081,0.08917709],"genre_scores_gemma":[0.9428214,0.03528214,0.001828057,0.0007666087,0.00007726689,0.0000212097,0.000158884,0.00001069214,0.01903382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1000607,"threshold_uncertainty_score":0.1989565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004928727554715219,"score_gpt":0.2190510368609935,"score_spread":0.2141223093062783,"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."}}