Bibliographic record
Abstract
This chapter provides a detailed rendering of Montreal's urban feel. As banal as it may seem, Montreal's politics is shaped by its long winters, by its tensed and spatialized linguistic and racialized differences, by its history of nationalism framed as a Third World decolonizing struggle, by its youthfulness, and by its persistently visible punk culture. Montreal's politics and culture are shaped by the city's tensed racialized spatializations. It is important to attend to the deep and lasting influences of Montreal's place in the global urban cultures of the 1960s and 1970s on the shapes and narratives of Montreal urban youth worlds throughout contemporary history. The chapter presents a portrait of the Quiet Revolution that reveals changing relations to time, space, and alternative rationalities affecting the formation of political subjectivities and forms of action. The history of sociopolitical urban movements is useful in shedding light on key dimensions of transformation of the political process.
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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 | 0.002 | 0.003 |
| Science and technology studies | 0.023 | 0.016 |
| Scholarly communication | 0.010 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.035 | 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".