Bibliographic record
Abstract
This paper looks at the construction of diasporic identity in Taiwan among the Mainlanders who arrived with Chiang Kai-shek at the conclusion of World War II. In the early decades of Chinese Nationalist rule, which many Taiwanese perceived as colonial rule, ethnic differences between Mainlanders and Native Taiwanese were constructed through state violence, political oppression, and discrimination in favour of Mainlanders. With democratization, the numerically dominant Native Taiwanese began to assert Taiwanese nationalism and Mainlanders started to question their identity. Some adopted a diasporic identity as Chinese in Taiwan while others resisted change. Mainlander diasporic identity is constructed primarily in relationship to the nativist nationalism of the Native Taiwanese, but also to the autochtonous identity of Taiwan’s indigenous tribes. Diaspora identity is thus relevant not only in situations of immigration, but also in processes of colonialism and subsequent decolonization.
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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 | 0.001 |
| Science and technology studies | 0.007 | 0.009 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.000 | 0.007 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".