Time, Space, and Rationality: Rethinking Political Action through the Example of Montreal's Student Spring
Bibliographic record
Abstract
Because of a changing relationship with time, space, and affect in a more urbanized world, political actions and social movement practices have transcended the modern, state-oriented logic of action. Following this claim, this paper questions a specifically urban way of acting politically. To answer this question, we need to begin by “looking” for politics in the kinds of places that political scientists generally overlook for political analysis. Understanding the urban logic of political action cannot come solely from an observation of political campaigns, ideologies, political organizations, or interviews with social movement leaders. Using the 2012 student strike in Montreal as our focus, we are taking a different analytical angle that focuses more closely on the personal experience of participation, the personal trajectories of the participating students and the effect of this intense mobilization. This research project uses biometric tools, spatial data and qualitative data to investigate political participation and its relation to the city space.
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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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.016 | 0.030 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.002 | 0.003 |
| 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".