{"id":"W2314738569","doi":"10.1111/cag.12258","title":"Fighting disease, like fighting fires: The lessons Ebola teaches","year":2016,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"U.S. Geological Survey; University of Cambridge","keywords":"Global Positioning System; Key (lock); Ebola virus; Disease surveillance; Environmental planning; Geography; Disease; Computer security; Computer science; Medicine; Pathology; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008281915,0.0009744843,0.001188838,0.001429845,0.003722437,0.006164459,0.001739441,0.005367956,0.009865993],"category_scores_gemma":[0.01562315,0.0004032847,0.0005804321,0.0008189962,0.008325166,0.009163625,0.0032,0.01628744,0.00571252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004954949,"about_ca_system_score_gemma":0.008725351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02513857,"about_ca_topic_score_gemma":0.05619561,"domain_scores_codex":[0.9974801,0.001210488,0.0001085527,0.0002092273,0.0006724811,0.0003191783],"domain_scores_gemma":[0.9892129,0.005500655,0.0005008515,0.0002937928,0.001461324,0.003030432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006661484,0.0002708916,0.002664602,0.001983646,0.00004478869,0.0005040196,0.02116844,0.0002357776,0.0006460292,0.02103907,0.6980398,0.2533363],"study_design_scores_gemma":[0.00004331622,0.0001394308,0.004125691,0.004703747,0.00002785446,0.0009977734,0.02682173,0.0001706034,0.0003528038,0.07027733,0.8922716,0.00006820579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002641891,0.06974595,0.003286374,0.8869439,0.01538706,0.00005506938,0.0001218382,0.0001648826,0.02165307],"genre_scores_gemma":[0.1078352,0.2899158,0.02107005,0.4729602,0.0375465,0.0002851297,0.000203027,0.0003448314,0.06983934],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9748614,"threshold_uncertainty_score":0.04998446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01992864774737632,"score_gpt":0.2543260597891451,"score_spread":0.2343974120417688,"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."}}