The problem with the Comoros solution: affect, citizenship, statelessness and the Kuwaiti Bidoon
Bibliographic record
Abstract
The Kuwaiti bidoon are a subset of the nomadic population of Kuwait who have been made stateless, classified as illegal residents and increasingly deprived of social rights through changing classifications by the Kuwaiti government. In 2014, the Kuwaiti government attempted to obtain citizenship in the African island nation of the Comoros for the bidoon, which would have provided them with a route to legal residency. But would this have provided a just resolution to the bidoon‘s situation? We argue that justice for the bidoon must not simply serve to resolve their de jure statelessness; it must, instead, attend to the injuries produced by this status, most importantly the harm caused by continuous rejection of their affective attachment to Kuwait. In dialogue with theories of access to citizenship and political identification with a state, we argue that under certain circumstances, providing citizenship can increase the harm experienced by stateless people, and that only providing recognition of their affective tie to a political community can resolve it.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.010 | 0.018 |
| Scholarly communication | 0.007 | 0.006 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".