Sex, Love, and Migration: Postsocialism, Modernity, and Intimacy from Istanbul to the Arctic
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
A common image of migration in the early twenty-first century features young women from poor countries who are drawn into low paid, and often intimate, labor in wealthy countries. While aligning with scholarship critical of such inequalities, From Istanbul with Love traces how new mobilities are fundamentally reshaping emotional worlds and social ties between women and men, women and work, women and their households of origin, and women and children in the region. Based on ethnographic fieldwork spanning over a decade carried out primarily in Istanbul, but also in Russia and southern Moldova, Alexia Bloch moves between the lives of post-Soviet migrant women employed in three distinct spheres—sex work, the garment trade, and domestic work—to consider how they negotiate emotion, intimate relationships, and unpredictable state power shaping their labor and their relationships.
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 | 0.001 | 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 | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.038 | 0.027 |
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