Core–Periphery Interactions in the Late and Post-Ottoman Periods: Dependency and the Uneven Development of Thessaloniki: 1870–1936
Why this work is in the frame
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Bibliographic record
Abstract
What are the reasons for the rapid economic growth of regions and their later decline? Why does the development of a certain region create under-development in another region within a national or global sphere? A central paradigm for explaining such phenomena is core–periphery relations, and the case study presented in this paper is the port city of Thessaloniki and its regressive and peripheral status within the regional (Macedonia and the Southern Balkans), national (State of Greece), and international (the capitalist world- system) spheres during two main political periods: (i) the final decades of the Ottoman regime in Macedonia (1870–1912); (ii) the first quarter of a century in which Thessaloniki integrated with Greece (1912–1936).
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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 | 0.002 | 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 | 0.000 |
| 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 it