Solidarity in Place? Hope and Despair in Postpandemic Membership
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
Abstract Initially portrayed as the “great equalizer,” the COVID-19 pandemic has proved anything but. This essay recounts the sobering social disparities and vulnerabilities that the pandemic has exposed, especially when it comes to the inequalities that are baked into existing membership regimes, before turning to narratives of hope and democratic renewal. My discussion shines a spotlight on the relationship between borders, (im)mobility, and struggles for recognition and inclusion that have long been central to the practice of citizenship. Focusing on pathways to the acquisition of full membership status for those who are currently denied it, I will deploy logics and policies that have already begun to take shape in different parts of the world, with the goal of amplifying their effects and multiplying their scale. I identify three possible trajectories for postpandemic recovery, two of which offer ways to enhance equality of status and public standing by enlarging the circle of membership: first, through contribution (or what I will term “ jus contribuere ”), and second, by highlighting what we might call “solidarity in place.” The third reaction, which we might call the “stratification of membership,” pulls in the opposite direction by sharply redrawing the lines—legal, economic, social—that have distinguished insiders from outsiders, and exacerbated patterns of stratification and inequality of status and opportunity that predate the pandemic.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.009 | 0.002 |
| 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 | 0.005 |
| Insufficient payload (model declined to judge) | 0.002 | 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