Uncovering National Nexus's Representations: The Case of Québec
Bibliographic record
Abstract
Abstract This article proposes a critical analysis of the historical and ideological process that has led to the recently‐defunct Parti québécois' (PQ) Charte de la laïcité . It shows that this legislative project, as an attempt to renew Québec's nationalism, amplified the struggles and tensions that characterize the normative source of the national nexus. More specifically, this article reveals that two carrier groups – the liberal‐pluralists, on the one hand, and the republican‐conservatives, on the other – have actively fought to get access to that normative source, trying ultimately to spread their national nexus's representations as the legitimate ones. Hence, the former group suggests an individualist‐civic view for Québec's nationalism that embraces immigrant groups, Anglo‐Québécois's minority, native peoples, and the francophone majority, while the latter suggests a collectivist‐civic view for it anchoring into French‐Canadian nationalism. Therefore, two distinct integration models are confronted, where liberal‐pluralists fought against PQ's Charter of Secularism continuing to sustain interculturalism and where republican‐conservatives nevertheless support PQ's Charter.
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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 | 0.001 | 0.002 |
| Science and technology studies | 0.029 | 0.011 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.009 | 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".