The historical practice of diversity : transcultural interactions from the early modern Mediterranean to the postcolonial world
Bibliographic record
Abstract
Revising the Monocultural Nation-State Paradigm: An Introduction to Transcultural Perspectives 1.Transcultural States, Nations, and People. Part I: Transcultural Pasts in the Mediterranean World and Transalpine Europe 2.A Legendary Place of Encounter: The Convivencia of Moors, Jews, and Christians in Medieval Spain 3.Religious Communities and Ethnic Groups under Imperial Sway: Ottoman and Habsburg Lands in Comparison 4.National Movements and Imperial Ethnic Hegemonies in Austria, 1867-1918. Part II: Global Interconnections: Black Atlantic, Chinese Diaspora, White Empire 5.The Black Atlantic in the Construction of the Western World: Alternative Approaches to the Europeanization of the Americas 6.Chinese Diaspora in Occidental Societies: Canada and Europe 7.Labor Diasporas in Comparative Perspective: Polish and Italian Migrants Workers in the Atlantic World between the 1870s and the 1920s 8. Dialectics of Empire and Complexities of Culture: British Men in India, Indian Experiences of Britain. Part III: Cultural Belongings and Citizenship 9.From State Constructions to Individual Opportunities: The Historical Development of Citizenship in Europe 10.Place-Sensitive Citizenship: The Canadian Citizenship Regime until 1945 11.The Diversification of Canadian Literature in English.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.005 | 0.020 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".