Metropolitics in Motion: The Dynamics of Transportation and State Reterritorialization in the Chicago and Toronto City-Regions
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The global economic crisis exposed the instability of financialized urban governance at precisely the moment when governing coalitions have launched ambitious, expensive plans to reimagine urban transportation infrastructure, driven by the imperatives of restoring accumulation amid intensifying economic and regional competition. In Chicago and Toronto, processes of urban restructuring and state reterritorialization disclose contradictory tendencies in the city-regions’ modes of urbanization. Tracing the contingent path-dependencies of transportation crises highlights tensions between, and within, preexisting metropolitan dynamics and an ascendant neoliberal city-regionalism. The mobilization of collective regional agency appears necessary to overcome the inertia of divisive metropolitan politics, yet the specific political–economic contexts of the case city-regions significantly condition the structural capacity of actors producing, and the potential articulation of, emergent city-regional governance.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it