{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003097382,0.0003238608,0.0002216864,0.001931963,0.001672925,0.002634991,0.0006447355,0.0005140163,0.03693804],"category_scores_gemma":[0.003522506,0.0001452258,0.0002209408,0.003265419,0.001650424,0.002127055,0.003163435,0.0006776358,0.001223203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029778,"about_ca_system_score_gemma":0.000811647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01927319,"about_ca_topic_score_gemma":0.01802621,"domain_scores_codex":[0.9994017,0.0001838412,0.0000447055,0.0001139462,0.0001170557,0.0001387141],"domain_scores_gemma":[0.9975757,0.0005618996,0.0007459025,0.000327074,0.0003552008,0.0004341949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001902563,0.0002241119,0.2031985,0.0005609831,0.0002352663,0.002178828,0.01669485,0.003309099,0.0009971545,0.6717097,0.03268241,0.06801887],"study_design_scores_gemma":[0.0001923633,0.0003512757,0.3267119,0.0006633999,0.0002534677,0.004116481,0.05091465,0.004364436,0.00102736,0.2098361,0.4014859,0.00008263786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.673252,0.002851068,0.004317652,0.00658014,0.0002498051,0.0002317894,0.003150209,0.0000774298,0.3092899],"genre_scores_gemma":[0.9886453,0.001207441,0.0005244021,0.000276638,0.00008384251,0.00005991531,0.0008183543,0.00000882013,0.008375308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03693804,"threshold_uncertainty_score":0.1235701,"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."}}