{"id":"W2564900711","doi":"10.4324/9781315639314-18","title":"Plague and the city: methodological considerations in mapping disease in early modern Florence","year":2016,"lang":"en","type":"book-chapter","venue":"BIROn (Birkbeck, University of London)","topic":"Yersinia bacterium, plague, ectoparasites research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Plague (disease); Data science; Digital mapping; Geography; Cartography; Sociology; Computer science; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002116504,0.000366301,0.0003605665,0.002638215,0.001693671,0.004690015,0.001004813,0.000746018,0.00630815],"category_scores_gemma":[0.002877706,0.0001701569,0.0002072107,0.003856921,0.003552508,0.00261469,0.001141506,0.0008109578,0.0004989097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003996156,"about_ca_system_score_gemma":0.001126056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01816731,"about_ca_topic_score_gemma":0.07986704,"domain_scores_codex":[0.9993605,0.0004191177,0.00002569699,0.00006318992,0.0001010029,0.00003040158],"domain_scores_gemma":[0.9981554,0.001557967,0.00006197734,0.00004398147,0.0001356628,0.00004499519],"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":[0.00006047666,0.00003424399,0.007988967,0.00153958,0.00003640456,0.0009234536,0.04571117,0.00170724,0.0005603816,0.504068,0.1751443,0.2622259],"study_design_scores_gemma":[0.000004071867,0.0000235905,0.01039065,0.0006148492,0.00001301894,0.0005130004,0.02168449,0.0004763422,0.0002294868,0.03072978,0.9353015,0.00001908532],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.07392368,0.2129095,0.04677137,0.0814511,0.01102645,0.0004527827,0.001394376,0.0002870832,0.5717837],"genre_scores_gemma":[0.4525589,0.08337642,0.04050091,0.008143246,0.004180283,0.0007893183,0.001191667,0.0002346142,0.4090245],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01816731,"threshold_uncertainty_score":0.03612316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06111687231504848,"score_gpt":0.2643449576155947,"score_spread":0.2032280853005462,"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."}}