Networked DIsease: Emerging infections in the global city
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
List of Figures. List of Tables. Notes on Contributors. Series Editors' Preface. Preface. Introduction: Networked Disease ( S. Harris Ali and Roger Keil ). Part I: Infectious Disease and Globalized Urbanization. Introduction ( S. Harris Ali and Roger Keil ). 1 Toward a Dialectical Understanding of Networked Disease in the Global City: Vulnerability, Connectivity, Topologies ( Estair Van Wagner ). 2 and Disease in Global Cities: A Neglected Dimension of National Policy ( Victor G. Rodwin ). Part II: SARS and Governance in the Global City: Toronto, Hong Kong, and Singapore. Introduction ( S. Harris Ali and Roger Keil ). 3 SARS and the Restructuring of Governance in Toronto ( Roger Keil and S. Harris Ali ). 4 Globalization of SARS and Governance in Hong Kong under One Country, Two Systems ( Mee Kam Ng ). 5 Surveillance in a Globalizing City: Singapore's Battle against SARS ( Peggy Teo, Brenda S.A. Yeoh, and Shir Nee Ong ). Part III: The Cultural Construction of Disease in the Global City. Introduction ( S. Harris Ali and Roger Keil ). 6 The Troubled Public Sphere and Media Coverage of the 2003 Toronto SARS Outbreak ( Daniel Drache and David Clifton ). 7 SARS as a Health Scare ( Claire Hooker ). 8 City under Siege: Authoritarian Toleration, Mask Culture, and the SARS Crisis in Hong Kong ( Peter Baehr ). 9 Racism is a Weapon of Mass Destruction: SARS and the Social Fabric of Urban Multiculturalism ( Roger Keil and S. Harris Ali ). Part IV: Re-Emerging Infectious Disease, Urban Public Health, and Global Biosecurity. Introduction ( S. Harris Ali and Roger Keil ). 10 Deadly Alliances: Death, Disease, and the Global Politics of Public ( Matthew Gandy ). 11 Tuberculosis and the Anxieties of Containment ( Susan Craddock ). 12 Networks, Disease, and the Utopian Impulse ( Nicholas B. King ). 13 People, Animals, and Biosecurity in and through Cities ( Steve Hinchliffe and Nick Bingham ). Part V: Networked Disease: Theoretical Approaches. Introduction ( S. Harris Ali and Roger Keil ). 14 SARS as an Emergent Complex: Toward a Networked Approach to Urban Infectious Disease ( S. Harris Ali ). 15 Thinking the City through SARS: Bodies, Topologies, Politics ( Bruce Braun ). 16 Vapors, Viruses, Resistance(s): The Trace of Infection in the Work of Michel Foucault ( Philipp Sarasin ). 17 Fleshy Traffic, Feverish Borders: Blood, Birds, and Civet Cats in Cities Brimming with Intimate Commodities ( Paul Jackson ). Concluding Remarks ( Roger Keil and S. Harris Ali ). Bibliography. Index.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it