中国北方辺境地域の国際婚姻に関する研究 : 内モンゴル東部盟市を中心に
Bibliographic record
Abstract
The city of Hulunbuir and the Hinggan League in eastern Inner Mongolia straddle the borders between China, Russia and Mongolia. Transnational marriage has become a common social phenomenon in these multi-ethnic, multi-cultural zones. This study provides a preliminary analysis of the existing status and factors that contribute to transnational marriage in the region using the methods of literature, interview, and observation for data collection. The findings reveals that the transnational marriage in this region are mainly related to citizens of Japan, South Korea, Mongolia, the United States, Russia, Vietnam, Canada, Australia, the United Kingdom and other countries, showing complex regional and gender differences. The contributing factors on the process of transnational marriages is both direct and indirect. The current state of transnational marriage in northern cross-border regions is mostly shaped by the shared cultural traits of the neighboring ethnic groups, the attractiveness of different cultures, and the impact of economic gaps. Through the analysis, the author highlights the instrumentalist consideration, and the decisive effects of cultural and economic influences in the cross-border marriages.
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How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".