{"id":"W3132434878","doi":"10.1080/17441692.2021.1887315","title":"‘They came with cholera when they were tired of killing us with bullets’: Community perceptions of the 2010 origin of Haiti’s cholera epidemic","year":2021,"lang":"en","type":"article","venue":"Global Public Health","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Arts and Humanities Research Council","keywords":"Cholera; Perception; Geography; Criminology; Political science; Environmental health; Socioeconomics; Demography; Sociology; Medicine; Virology; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008769025,0.000191204,0.0004646711,0.00003181073,0.000250595,0.0000220977,0.0004530067,0.0001137919,0.00004461303],"category_scores_gemma":[0.0002760724,0.0001256901,0.0001057535,0.0001914314,0.0003898499,0.00001237542,0.0003598082,0.0003332151,0.000001561186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133595,"about_ca_system_score_gemma":0.001744484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009218106,"about_ca_topic_score_gemma":0.006066868,"domain_scores_codex":[0.997739,0.0007133925,0.0004497668,0.0002646022,0.0003537873,0.0004794972],"domain_scores_gemma":[0.997826,0.00004084786,0.0003478944,0.0009611757,0.0006346065,0.0001895037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009379049,0.002769212,0.7045792,0.002199719,0.002119876,0.000009863766,0.01466051,0.0006685869,0.2398555,0.001281758,0.02093276,0.009985186],"study_design_scores_gemma":[0.003436838,0.002049041,0.9061946,0.0005821779,0.0000554277,0.0001193513,0.00574434,0.00007184415,0.005934105,0.0001345269,0.07520366,0.0004740659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819955,0.0003930602,0.0002310925,0.01548154,0.00007258906,0.0003216096,0.0005553466,0.000009953925,0.0009393463],"genre_scores_gemma":[0.997296,0.0004590173,0.001054452,0.0007609695,0.00005260675,0.00001824867,0.0001554873,0.00001622082,0.0001869804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2339214,"threshold_uncertainty_score":0.9973796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03917264689915686,"score_gpt":0.3119992726139263,"score_spread":0.2728266257147695,"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."}}