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Record W2981065361 · doi:10.5430/ijhe.v8n6p192

Study of the Factors Affecting the Career Development of New-Immigrant-Children University Students in Taiwan

2019· article· en· W2981065361 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

VenueInternational Journal of Higher Education · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education Systems and Policies
Canadian institutionsnot available
Fundersnot available
KeywordsImmigrationCareer developmentQualitative researchPsychologyEducational attainmentSociologyPolitical scienceSocial psychologySocial science

Abstract

fetched live from OpenAlex

Over the last two decades, Taiwan has experienced a surge in immigration due to marriage. With the growth in the incidence of international marriages, the number of immigrant children in Taiwan has sharply increased. Career development is an important factor worldwide and is thus an important issue for immigrant children in Taiwan. Many factors influence the choices of new immigrant children for their career development. The purpose of this study was to explore the factors influencing the career development of new immigrant children. The research was conducted using the qualitative research method, and data were collected from 30 participants who were new-immigrant-children university students. After analyzing the interviews of the participants, the results were analyzed. Further, on the basis of analysis of previous literature and interviews, recommendations were made for the career development of new immigrant children, such as strengthen the attainment of and respect for multi-culturalism through School, family, and social systems.

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)0.000
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score0.992

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0000.000

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 head0.026
GPT teacher head0.350
Teacher spread0.325 · 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