Established and emergent political subjectivities in circular human geographies: transnational Arab activists
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
In this paper, we argue that Arab transnational citizenship mobilization can be configured through ‘geographies of circularity’ (e.g. bridging multiple locales, encircling the state, transversally stirring political subjectivities, and in the full-circle return of identity). Circularity helps ground and highlight the character and significance of transnational political and social activism, and the transfer of communications, skills, behaviors, organizational forms, tools, and projects (political technologies’) for citizenship. Based on the networks initiated by the Arab revolts, we argue that Arab émigrés, workers, and students – framed here as Arab transnationals – traverse and embody these geographies of circularity and leverage connectivity to mobilize citizenship claims and remit/ bridge/diffuse/export/import important progressive ideas and values locally in the western world and into the Middle East and North Africa (MENA) region.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| 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