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Research on the Changing Perspectives on Romantic Love among Chinese International Students at the University of Toronto

2024· article· en· W4404724776 on OpenAlex
Jinlu Meng

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueCommunications in Humanities Research · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Student and Expatriate Challenges
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsRomanceSociologyPsychologyGender studiesMedia studiesPsychoanalysis

Abstract

fetched live from OpenAlex

In the era of globalization, many Chinese students study abroad. As a University of Toronto student, the author is interested in the romantic love narratives of Chinese international students. These students are more confident in expressing emotions and have different views on marriage compared to their parents, leading to a sense of contradiction. By applying an individualist perspective, this research carefully studies the love narratives of Chinese international students at the University of Toronto. The interview in this study carefully curated questions about discussing a conflict in romantic relationships, disclosing the core perspectives towards romantic relationships between couples. This paper adopts the individualism approach by which the author can further explore the micro perspective. The study shows that Chinese international students’ pursuit of happiness in romantic relationships is not an isolated endeavor but is deeply entwined with broader social and cultural contexts, requiring a delicate balance between individual fulfillment and collective harmony. This research illuminate the complex interplay between individual agency and societal norms in shaping perceptions of love, offering valuable insights for future research aimed at unraveling the multifaceted dimensions of romantic relationships across cultural contexts.

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)0.006
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.413
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.002
Scholarly communication0.0000.000
Open science0.0040.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.249
GPT teacher head0.508
Teacher spread0.259 · 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