Global Cities and Climate Change: The Translocal Relations of Environmental Governance, by Taedong Lee Routledge, 2015, 160 pp, £95 hb, ISBN 9780415737371 - An Urban Politics of Climate Change: Experimentation and the Governing of Socio-Technical Transitions, by Harriet A. Bulkeley, Vanesa Castán Broto & Gareth A.S. Edwards Routledge, 2015, 270 pp, £90 hb, ISBN 9781138791091 - The Urban Climate Challenge: Rethinking the Role of Cities in the Global Climate Regime, by Craig Johnson, Noah Toly & Heike Schroeder (eds) Routledge, 2015, 258 pp, £100 hb, ISBN 9781138776883
Bibliographic record
Abstract
Global Cities and Climate Change: The Translocal Relations of Environmental Governance, by Taedong Lee Routledge, 2015, 160 pp, £95 hb, ISBN 9780415737371 - An Urban Politics of Climate Change: Experimentation and the Governing of Socio-Technical Transitions, by Harriet A. Bulkeley, Vanesa Castán Broto & Gareth A.S. Edwards Routledge, 2015, 270 pp, £90 hb, ISBN 9781138791091 - The Urban Climate Challenge: Rethinking the Role of Cities in the Global Climate Regime, by Craig Johnson, Noah Toly & Heike Schroeder (eds) Routledge, 2015, 258 pp, £100 hb, ISBN 9781138776883 - Volume 6 Issue 1
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.
How this classification was reachedexpand
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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.007 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".