THE SCALAR ARRHYTHMIA OF LGBTQ2S SOCIAL INCLUSION POLICIES: An Analysis of the Peripheral Municipalities of a ‘Progressive’ City‐region
Why this work is in the frame
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Bibliographic record
Abstract
Abstract LGBTQ2S municipal governance is a contentious policy domain that is often publicly framed as ‘morality’ or ‘niche’ politics, yet urban sexuality scholars have shown its fundamental dissonance and incommensurability across spatial scales. Within polycentric city‐regions aspiring to ‘progressiveness’, LGBTQ2S‐supportive municipal social inclusion policy is further subject to arrhythmic diffusion. In this article we introduce the neologism of scalar arrhythmia (a biomedical metaphor that parallels the pace of diffusion with the irregularities of a heartbeat) in conjunction with scale‐contingent coalitional moments (spatiotemporal junctures that bring people together to enact social change) to advance an urban social justice agenda. We argue that the analytical vantage point of scalar arrhythmia reveals differences in the longitudinal temporal (a)synchronicities of peripheral municipal inclusion policy diffusion and locates transformative scale‐contingent coalitional moments. Through an analysis of the interplay of diffusion processes and mechanisms across the adjacent peripheral municipalities of Burnaby, New Westminster and Surrey in Canada's Vancouver city‐region, we demonstrate provincial–municipal hierarchical ‘coercion’, core–periphery metropolitan relocation ‘imitation’ and municipal inter‐peripheral contagious ‘competition’. While peripheral patterns of scalar arrhythmia rupture Vancouver's illusive progressive regionalism, the concept offers civic leaders an inventorying opportunity that redirects attention away from cursory LGBTQ2S policy performances towards substantive policy integrations and local innovations.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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