Macrocosm-opolitanism? Gilroy, Appiah, and Bhabha: The Unsettling Generality of Cosmopolitan Ideas
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
Cosmopolitanism is a term that has been used with increasing frequency over the past ten to twenty years. This increase, however, has been accompanied by a corresponding rise in the number of discussions on the subject that manage to avoid reaching any consensus as to what the word actually means. After detailing a brief recent history of the term, I analyse three works of criticism by three cultural theorists who have addressed the subject -- Paul Gilroy, Kwame Anthony Appiah, and Homi Bhabha -- and move towards a greater understanding of this difficult terrain. The neologism of my title is primarily a response to the overwhelming number of uses to which the word cosmopolitanism is put; also, however, it foregrounds the climate of linguistic revision in which I conclude my discussion, with a suggested reassessment of the meanings behind this concept.
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 | 0.003 |
| 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