{"id":"W4298073675","doi":"10.26443/msurj.v11i1.169","title":"Understanding the 2013-2015 Ebola Outbreak","year":2016,"lang":"en","type":"article","venue":"McGill Science Undergraduate Research Journal","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Outbreak; Ebola virus; Transmission (telecommunications); Ebola Hemorrhagic Fever; Virology; Disease; Population; Medicine; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01293894,0.0001799533,0.0002334408,0.001196667,0.005955064,0.0004973592,0.00077832,0.00007870172,0.0002715897],"category_scores_gemma":[0.001335394,0.00007833853,0.000170442,0.002805693,0.003603902,0.0008854487,0.0004617224,0.001338813,0.0005961907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002380244,"about_ca_system_score_gemma":0.001130422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001552461,"about_ca_topic_score_gemma":0.00008806329,"domain_scores_codex":[0.9930919,0.0004635623,0.0003887277,0.0004680023,0.003860708,0.001727096],"domain_scores_gemma":[0.9963015,0.0006114062,0.00009179112,0.0005278507,0.001418857,0.001048651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004882294,0.0005128043,0.005170107,0.00004541894,0.0001881374,0.0006500559,0.0001907348,0.0000341883,0.5761377,0.1768731,0.1649127,0.07479685],"study_design_scores_gemma":[0.007787055,0.004092204,0.008903282,0.001372827,0.00008866761,0.01665118,0.004226306,0.002689583,0.05180888,0.4056596,0.4957638,0.0009565495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04321898,0.0003239558,0.02216965,0.8314647,0.0009874525,0.001089645,0.00002437796,0.000131028,0.1005902],"genre_scores_gemma":[0.9882786,0.002214362,0.0001463254,0.0002184877,0.0003589418,0.00001387996,3.472308e-7,0.00002527426,0.008743729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9450597,"threshold_uncertainty_score":0.9991077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.248250424754556,"score_gpt":0.4364803139661023,"score_spread":0.1882298892115463,"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."}}