The Specter of Diaspora: Transnational Citizenship and International Cinema
Bibliographic record
Abstract
Even as the lack of necessary congruence between national boundaries and cultural identities becomes elsewhere a point of consensus, cultural politics in Francophone North America turn exactly around the concept of a nascent nation-state and how to achieve it. How do popular media intersect with this ongoing process through the textual production of diasporic identities, both abroad and at home? How do such texts help citizenship weave diaspora's figures of internationalism and, at home, transculturalism back into the nationstate? This article addresses these questions by starting from La Florida, a popular Québécois film produced in the United States, to reexamine the figure of a Franco-Québécois community in Florida and how it unsettles the politics of nationalism in its northern adjunct. Citizenship, it is argued, becomes the interface through which regimes of value travel between state and individual, binding individual obligations with affectivities and wrapping together citizens and patriots; this, it is suggested, bears rethinking.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.010 | 0.010 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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".