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Record W1481589119 · doi:10.5539/ass.v11n21p203

Marital Decline in the Asian North of Russia and Generational Transition of Family Values

2015· article· en· W1481589119 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.

venuePublished in a venue whose home country is Canada.
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

VenueAsian Social Science · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicRegional Socio-Economic Development Trends
Canadian institutionsnot available
Fundersnot available
KeywordsModernization theoryHierarchyPopulationVulnerability (computing)Marital statusDemographic economicsDemographic transitionSociologyDemographyFertilityPolitical scienceEconomicsLaw

Abstract

fetched live from OpenAlex

The article discusses some questions of marital behavior of the population in the Asian North of the Russian Federation with the Republic of Sakha (Yakutia) as an example. This region is scarcely populated, yet it is the largest in the country by the occupied territory. The analysis of marital behavior revealed that on the background of some decrease in the number of marriages in the 1990s and marriage market decline, the number of divorces was growing. The attitude of the population towards the main circumstances of organizing one’s private life in a marriage is shown on the materials of a sociological and demographic survey. The authors reveal the differences in the views of representatives of different generations on marriage, its forms, marriage union basic principles, causes of conflicts in a marriage and divorces. Regardless of the marital status or presence of children, there is general agreement between the respondents that a conflict situation in a marriage is caused by a complex of reasons, the impact of which, in many cases, takes the form of a chain reaction. One central problem gives birth to a chain of discord that eventually shows the vulnerability of existing relations. The authors conclude that emergence and impact of conflictogenic factors on marital stability are the result of change of the place of marriage in the hierarchy of an individual’s life values in terms of modernization of demographic behavior as a whole.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.867
Threshold uncertainty score0.761

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.046
GPT teacher head0.314
Teacher spread0.268 · 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