Bibliographic record
Abstract
Abstract Vietnamese Canadian refugee aesthetics are the diverse expressions of how hundreds of thousands of refugees and their descendants experienced the Vietnam War and its aftermath. They are shaped on the one hand by a history of war in, and forced migration from, Vietnam and on the other by resettlement in multicultural Canada. Significantly, Vietnamese Canadian refugee aesthetics are produced within a distinct context of Canadian “forgetting of complicity” in the Vietnam War. A major shaping force of this aesthetics is the idea that Canada was an innocent bystander or facilitator of peace during the war years, instead of a complicit participant providing arms and supporting a Western bloc victory. This allows, then, for a discourse of Canadian humanitarianism to emerge as Canada resettled refugees in the war’s wake. Vietnamese Canadian refugee aesthetics are produced and received in relation to the enduring narrative of Canadian benevolence. In this way, they celebrate the nation-state and its peoples through gratitude for the gift of refuge. More importantly, however, they illuminate life during and in the wake of war; the personal, political, and historical reasons for migration; the struggles and triumphs of resettlement; and the complexities of diasporic existence. Refugee aesthetics are driven by memory and the desire to commemorate, communicate, and make sense of difficult pasts and the embodied present. They often take the form of literary works such as memoirs, novels, and poetry, but they are also found in community politics and activism, such as commemoration events and protests, and other popular media like public service videos. Produced by refugees as well as the state, these aesthetic “texts” index themes and problematics such as the formation of voice; the interplay between memory, history, and identity; the role of autobiography; and the modes of representing war, violence, and refuge-seeking.
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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.001 | 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; both teacher heads agree on what is shown here.
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".