Bibliographic record
Abstract
Foreword: Politics and Territory Revisited 1. Introduction 2. Region as a Social Construction 3. Political Geography and the Study of Regionalism 4. The Forest for the Trees: Regional (Dis)Similarity and Political Culture in Contemporary Culture 5. Revisiting Western Alienation 6. Regionalism, Political Culture and Some Canadian Political Myths 7. When Voice encourages Exit: Nations and Legislatures in the Developed West 8. The Increasing Importance of Region to Canadian Election Campaigns 9. Making Sense of Reform as a Western Party 10. Regionalism and Restructuring in the Progressive Conservative Party 11. Ontario: A One-Party System? 12. Political Realignment in Atlantic Canada 13. Regionalism, Political Parties and Parliamentary Politics in Canada and Australia 14. Contemporary Ethno-Regionalism: Post-Modern and Global or Pre-Modern and Parochial? 15. Reassessing Gendered and Territorial Identities in Western Canada at Century's End
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 | 0.000 | 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 | 0.001 | 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) | 0.000 | 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; a candidate call from one teacher head, not a consensus.
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".