{"id":"W7097342311","doi":"","title":"RESEARCH Characterization of Waterborne Outbreak–associated","year":2013,"lang":"en","type":"article","venue":"","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Campylobacter; Campylobacteriosis; Serotype; Campylobacter coli; Campylobacter jejuni; Typing; Subtyping; Escherichia coli","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":[0.0003833718,0.0002712014,0.0001772075,0.0008152506,0.0004064276,0.0006704387,0.0003248599,0.0002848556,0.0006778438],"category_scores_gemma":[0.0008025763,0.000153488,0.0001368213,0.001138407,0.0003277114,0.0002942605,0.0001994222,0.0002321486,0.0001714173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272091,"about_ca_system_score_gemma":0.001170313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03766993,"about_ca_topic_score_gemma":0.06357653,"domain_scores_codex":[0.9996107,0.00003621966,0.00002890369,0.00009207246,0.0001413202,0.0000906795],"domain_scores_gemma":[0.9993482,0.00005800531,0.000206301,0.00003342981,0.0002606827,0.00009334557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003635752,0.0002989738,0.8481088,0.0002991473,0.00006495559,0.002443704,0.001148598,0.0001265062,0.1209119,0.0001183529,0.0006435058,0.02547192],"study_design_scores_gemma":[0.000007110267,0.0002882289,0.9835044,0.00002418942,0.00002692441,0.001437995,0.0009002109,0.0001540576,0.009945481,0.00002834989,0.003676608,0.000006435425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978526,0.0006864819,0.0001982113,0.00003680871,0.000006505381,0.00003860029,0.0004031086,0.000004386428,0.0007733587],"genre_scores_gemma":[0.9938437,0.001586364,0.0007294719,0.00008624342,0.00002497623,0.00002229596,0.002487683,0.000005322956,0.00121395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03766993,"threshold_uncertainty_score":0.07490134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05909360175297951,"score_gpt":0.2809193050609096,"score_spread":0.2218257033079301,"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."}}