Plural globalities in multiple localities : new world borders
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
Chapter 1 Preface Chapter 2 Plural Globalities in Multiple Localities: Introductory Thoughts Chapter 3 Global Integration and Subsistence Insecurity Chapter 4 Creole Economics: An Historical Frome for the Role of Culture in an Informal Economy Chapter 5 A Share of the Earth? Gender, Land and Women's Organizations in Southern Africa Chapter 6 Local and Global Development and Mexico's Dairy Industry in Los Altos de Jalisco Chapter 7 Oaxacan Wood Carvers: Global Markets and Local Work Organization Chapter 8 Nepalese Entrepreneurial Communities and the European Hand-Knotted Carpet Market Chapter 9 Restructuring in a North American City: Labour Markets and Political Economy in Calgary Chapter 10 About the Contributors Chapter 11 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it