{"id":"W7162041820","doi":"10.82308/48176","title":"The ecology and evolution of antimicrobial resistance in asymptomatic Salmonella enterica /","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salmonella enterica; Salmonella; Serotype; Asymptomatic; Antibiotic resistance; Population; Genotype; Asymptomatic carrier; Evolutionary 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":[0.0002680306,0.00009718748,0.00009438536,0.0005096421,0.0003783094,0.0004826523,0.0001654168,0.0002567889,0.0006740848],"category_scores_gemma":[0.0003428712,0.00009659045,0.00006937396,0.0003288914,0.0004760376,0.0001577166,0.0002360899,0.000242316,0.0001873194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006334357,"about_ca_system_score_gemma":0.000508258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01356191,"about_ca_topic_score_gemma":0.02027497,"domain_scores_codex":[0.9998915,0.00001849556,0.000003079885,0.00002485591,0.00002121085,0.00004074828],"domain_scores_gemma":[0.9998829,0.00002068253,0.00002943356,0.000005803299,0.00002858032,0.00003252831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000284697,0.0001901407,0.5947686,0.00007582419,0.00003170889,0.000617119,0.00242495,0.000907621,0.3196637,0.00159794,0.0004745674,0.07896317],"study_design_scores_gemma":[0.000004286569,0.0001258709,0.9938464,0.000008872757,0.00000746567,0.0003320358,0.0007654104,0.0006804523,0.002585401,0.0002892054,0.001347342,0.000007368524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989182,0.0001682906,0.0001842081,0.00004573929,0.000001367449,0.000001793469,0.00001878931,0.00000203773,0.0006596019],"genre_scores_gemma":[0.9980757,0.0003702881,0.000462722,0.00003333844,0.000004647823,0.000002485931,0.00009365596,0.000003447851,0.0009537387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356191,"threshold_uncertainty_score":0.02696592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007085522834566901,"score_gpt":0.2190411238132637,"score_spread":0.2119556009786968,"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."}}