An Anxious Border: De-facto Spectacles at the Frontier of the Republic of Abkhazia
Bibliographic record
Abstract
This article explores the spatial border dynamics existing between the contemporary de-facto Republic of Abkhazia and the Republic of Georgia. It focuses on the (un-) making of borders by exploring the material dynamics of contested statehood in a post-conflict situation. It does this by looking at how the “air of sovereignty” is reinforced through materiality, legal and illegal spectacles along the borderline.I make three arguments. First that the spectacles on the Abkhazian side of the border are meant to present the narrative of sovereignty in order to quell an existential uncertainty that comes with the being a de-facto state. Second, that spectacles on the Georgian side of the border are meant to present a narrative of continuation of the 1992–1993 conflict, thus portraying Abkhazia as part of the Republic of Georgia. Last, both legal and illegal border crossings contribute to the air of sovereignty and legality of the border.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.018 | 0.020 |
| Scholarly communication | 0.007 | 0.004 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.002 | 0.003 |
| 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".