Bibliographic record
Abstract
ABSTRACT The developing culture of mass private automobile ownership in Russia became a prominent platform for post‐Soviet citizen‐drivers to (re)negotiate their relationship with the state. The convergence of power, infrastructure, and modernity in automobility made salient the old Soviet promise of infrastructural and cultural development, delegitimizing the post‐Soviet contraction of the state's sphere of responsibility. On the other hand, the inherent danger and autonomy of automobile technology, combined with highly spatialized local politics, reveal a number of political mechanisms and imaginaries that make such withdrawals peculiarly legitimate. Finally, through the windshield of a private car in Russia, the state emerges as the ontology and a total social fact. This contradicts the anti‐statist, pluralist, and the localizing concepts of the state in contemporary anthropology. [ automobility , accidents , the state , modernity , politics of statelessness , Russia ]
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How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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 teacher head, 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".