History, Villagers, and the Social Scientists: Wrestling with the Past in the Present
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
What is the relationship between the historical Soviet countryside and the post-Soviet present both for the scholars who study them and for the population that inhabits them? Together Margaret Paxson, Solovyovo: The Story of Memory in a Russian Village ; Jessica Allina-Pisano, The Post-Soviet Potemkin Village: Politics and Property Rights in the Black Earth ; and Douglas Rogers, The Old Faith and the Russian Land: A Historical Ethnography of Ethics in the Urals create a rich, nuanced portrait of contemporary rural life in parts of the former Soviet Union. When one reads the three books together, one finds evidence of interesting continuity alongside dynamism and change that varies depending on the region and on the questions that motivated the researcher. The three works ask in varied ways how individuals in post-Soviet society perceive their world and attempt to live in it. The three studies extend far and wide across the territory of the former Soviet Union: Solovyovo, three hundred miles north of Moscow; the Black Earth, more than four hundred miles to the south; and Sepych, about one thousand miles to the east.
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 | 0.002 | 0.000 |
| 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 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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