{"id":"W3096112142","doi":"10.1111/j.1749-8198.2007.00060.x","title":"Contagious Cities","year":2007,"lang":"en","type":"article","venue":"Geography Compass","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Outbreak; Globalization; Sanitation; Economic geography; Geography; Immigration; Contagious disease; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Development economics; Disease; Economy; Political science; Economics; Virology; Biology; Law; Medicine; Engineering; Environmental engineering","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":[0.001197497,0.0001924148,0.0004353647,0.0001506123,0.0001969112,0.00002012634,0.000246179,0.00008386903,0.0001169843],"category_scores_gemma":[0.0007663075,0.0001500987,0.0002679068,0.0003021119,0.0002340346,0.00003806797,0.000137353,0.0001813298,0.00004487217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003238767,"about_ca_system_score_gemma":0.000007385915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002116218,"about_ca_topic_score_gemma":0.0001933925,"domain_scores_codex":[0.9985005,0.00006954202,0.0004147594,0.0002670125,0.0002282687,0.0005199195],"domain_scores_gemma":[0.9957895,0.003571165,0.0001267323,0.0003176366,0.00008655839,0.0001083982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006937862,0.0002225455,0.7137421,0.00009711311,0.0002552953,0.00005319844,0.0003647137,0.000004681417,0.00006544114,0.2194033,0.06038485,0.005337401],"study_design_scores_gemma":[0.0004306441,0.00009021324,0.4970729,0.00002351866,0.00004057815,0.000004700093,0.0003161197,0.0000188152,0.0001138251,0.4245162,0.07709277,0.0002797285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9005734,0.00147916,0.05408084,0.002580811,0.0005687395,0.0004887772,0.00002005084,0.0009173609,0.03929085],"genre_scores_gemma":[0.9923165,0.00003716961,0.00557991,0.001761173,0.0001677341,0.00001775821,0.000002535673,0.0000132698,0.0001038818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2166691,"threshold_uncertainty_score":0.6120848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1562253577163306,"score_gpt":0.3966432449495058,"score_spread":0.2404178872331753,"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."}}