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Record W7071634904

Transformation of sexual and matrimonial behavior of tajik labour migrants in Russia

2014· other· en· W7071634904 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

Venuezvestiya of the National Academy of Sciences of Belarus (National Academy of Sciences of Belarus) · 2014
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsAffect (linguistics)Qualitative researchQualitative propertyPopulationWork (physics)Family tiesDomestic workLabor relationsSociological researchDeveloped country
DOInot available

Abstract

fetched live from OpenAlex

© 2014, Canadian Center of Science and Education. All rights reserved. This research targets at revealing the influence of labor migration on the transformation of family relations, sexual and matrimonial behavior of the Tajikistan population. Tajikistan is one of the countries that are best known for their active sending labor migrants abroad to work. The majority of labor migrants work in the Russian Federation. The research included combination of quantitative and qualitative methods, including the statistical method, as well as quantitative sociological polls of migrants and their family members, as well as qualitative interviews of expert and migrants. The qualitative sociological poll was carried out in two countries (Russia and Tajikistan) based on two questionnaires similar by structure and coverage of the studied problems in 2012-2013. The research detected transformation of the family relations, matrimonial mindsets, and sexual behavior of the labor migrants, which affected their families and were able to affect the demographic situation in Tajikistan in the future. Two ways of satisfaction of sexual needs of the labor migrants were revealed. The first way is paid sexual services, i.e. using the services of prostitutes. The second way is a "temporary wife", also known as a "guest marriage". During the research, we registered multiple cases, when Tajik labor migrants had a "temporary wife" in Russia. She is often treated as "temporary" only as they try to keep parallel relations and socio-economic ties with their families and wives in Tajikistan. In fact, extramarital relationship in the form of a "guest"/"temporary" marriage is a form of adaptation of a labor migrant to the new socio-economic environment and is based on the Sharia laws regarding the "temporary" marriage. Tajikistan keeps its traditional mindset for the need in solid family relations and giving birth to 3-5 children. This model of a Muslim marriage is extended by the Tajik migrants to the Russia's reality. Because the Muslim law allows marrying women who practice a monotheistic religion (Christianity, Judaism), Tajiks establish various types of polygamous relations with Russian women. Those can be various types of a Muslim marriage (a temporary or permanent marriage, or a marriage without obligations, or a marriage for entertainment) that are set by Islam. Understanding of the traditional Tajiks' vision of sexual and marital relations provides the opportunity to forecast matrimonial behavior of Tajik migrants in Russia. At the same time, such forms of marriage are not traditional for Russia, which causes mixed response of the main part of the population who are not familiar with the standards of the Muslim moral.

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 imitation

Not 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.

metaresearch head score (Codex)0.011
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.637
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0040.005
Science and technology studies0.0000.017
Scholarly communication0.0000.001
Open science0.0040.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.042
GPT teacher head0.333
Teacher spread0.290 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it