Ethnic Cultural and Religious Practices of Migrant Women in the Republic of Tatarstan
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
The applicability of the research is ridden by necessity of exploring the various aspects of labor migration, which has an exceptional social, political and cultural significance in the modern world. The aim of the study is to analyze the ethnic, cultural and religious practices of migrant women in the Republic of Tatarstan. The analyzed material was obtained with help of methods of mass survey, as well as a biographical and semi-structured interview. As a result, the systematization of the data revealed the features of social communication of migrant women, ranked the structure of the social identity of respondents, analyzed their cultural linguistic competence as well as the degree of actualization of the confessional aspect of identity. The article may be useful to ethnologists, social and cultural anthropologists, political analysts, and representatives of the bodies supervising migration policy and inter-ethnic cooperation.
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 | 0.009 | 0.002 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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