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Record W3044096646 · doi:10.17507/tpls.1008.07

Research on Culture Shock of International Chinese Students from Nanjing Forest Police College

2020· article· en· W3044096646 on OpenAlex
Li Shen, Jie Chen

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

VenueTheory and Practice in Language Studies · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicCentral Asia Education and Culture
Canadian institutionsnot available
Fundersnot available
KeywordsShock (circulatory)Research ObjectPolitical scienceChinese culturePublic relationsPsychologyChinaBusinessLawMedicineBusiness administration

Abstract

fetched live from OpenAlex

At present, many domestic police colleges are constantly promoting foreign exchanges and cooperation. They have established extensive inter-school cooperation with foreign police education and training institutions and police colleges. More and more Chinese students of police colleges go abroad to judicial institutions and police colleges of various countries for short-term study or visit. Due to cross-cultural differences and other factors, these international Chinese students often encounter culture shock at English-speaking countries. This article takes eleven students from Nanjing Forest Police College (NFPC) as the survey object, conducts dynamic research applying interviews and questionnaires, explores the culture shock they experienced in six-month life and learning in 2019 in Canada, analyzes the internal and external causes, and proposes the countermeasures to cross-cultural adaption for international Chinese students in police colleges.

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)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.070
Threshold uncertainty score0.708

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.006
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 science0.0000.000
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 head0.066
GPT teacher head0.512
Teacher spread0.446 · 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