Bibliographic record
Abstract
Abstract Based on a long-term ethnography of Sub-Saharan African migrants in Cape Town, South Africa, this article examines how language as ideology and practice shapes the rules of guesting and hosting and helps (re)configure the on-going positionalities of both the nation-state-defined-host and the foreigner-guest, making murky the distinction between the two. The key notion ofhospitalitydeveloped here is examined aspracticesrather than asidentities.I argue that this theoretical shift makes it possible to unsettle the host and guest positions by not positing them a priori or conceptualizing them as immutable. It likewise makes it possible to deconstruct the categories imposed by the State and by which scholars and policy makers alike abide, such as the dichotomy betweenmigrantsandlocals. At a broader level, the paper draws attention to the Occidentalism that has plagued academia, particularly in the work done on migration. I show how the South African case challenges many scholarly assumptions on language and migration overwhelmingly based on the examination of South-to-North migrations, which do not adequately represent worldwide migrations.
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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 | 0.001 | 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 | 0.004 | 0.010 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".