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Record W2980378874 · doi:10.1080/00131911.2019.1678571

“Flexible citizenship” in Chinese international secondary school students’ transnational social networks: opportunities or constraints?

2019· article· en· W2980378874 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.

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

VenueEducational Review · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsWestern University
Fundersnot available
KeywordsCitizenshipAgency (philosophy)SociologySocial capitalEthnographyEmbodied cognitionPedagogyPolitical scienceSocial scienceEpistemology

Abstract

fetched live from OpenAlex

Using the notion of “flexible citizenship”, this paper examines how Chinese international secondary school students accumulate and exchange different forms of capital as governed by their transnational social networks. This study draws on data from a 14-month ethnographic field study on the transnational lives of 11 Chinese students in a Canadian international secondary school. This study illustrates that the instrumental dimension of “flexible citizenship” produced both opportunities and tensions in student participants’ lives when their new and existing social relations converged to mediate their transnational lives and trajectories. The force of multiple transnational actors to maximise opportunities exerted emotional pressures on students and caused relational tensions. In addition, when the participating students encountered challenges in broadening social connections in the host society, they solidified home social connections for emotional support and further academic and career development, although such practices constrained their effort in intercultural learning for embodied cultural capital. This paper advocates that beyond the governmental logic of instrumental “flexible citizenship”, all social actors should gain more nuanced and comprehensive understanding of students’ lives and their relational and emotional development. Additionally, Chinese students may be given more freedom in enacting their agency to engage with their transnational and intercultural lives in the ways they desire rather than those that are desired by external social forces.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.788
Threshold uncertainty score0.931

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0700.000

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 head0.069
GPT teacher head0.422
Teacher spread0.353 · 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