Routed through Canada: a roundtable discussion on Inter-Asia and transnational research
Bibliographic record
Abstract
The series of reflections are based on a roundtable discussion amongst Canada-based scholars with research interest in transnational, postcolonial, migration and diaspora studies. Their reflections engage with key ideas from Inter-Asia Cultural Studies through the lens of their research practices and personal histories. Y-Dang Troeung revisits generational memories that are shaped by the “Cold War fraternity” of China, Cambodia, and North Korea through the perspective of Critical Refugee Studies and her personal transits between Asia and Canada. Robert Diaz traces shifts in migratory routes by attending to diasporic returns to the Philippines under complex conditions of globalization that shape and constrain mobility between North America and Asia. Lara Campbell examines overlooked moments of transpacific connections in Canadian women’s history to show how Inter-Asia encounters complicated the racial dynamics of the suffrage movement in early twentieth century British Columbia. The roundtable discussion demonstrates the potential for ongoing dialogues on Inter-Asia issues among scholars in Canada and beyond.
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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 | 0.014 | 0.018 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.006 |
| Science and technology studies | 0.118 | 0.032 |
| Scholarly communication | 0.024 | 0.008 |
| Open science | 0.008 | 0.014 |
| Research integrity | 0.022 | 0.034 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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".