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Record W2086042215 · doi:10.1075/japc.11.2.04gil

Communicating across and within generations

2001· article· en· W2086042215 on OpenAlexaff
Howard Giles, Beatrice Liang, Kimberly A. Noels, Robert M. McCann

Bibliographic record

VenueJournal of Asian Pacific Communication · 2001
Typearticle
Languageen
FieldPsychology
TopicAging and Gerontology Research
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsAcculturationPsychologyPerceptionAccommodationChinese americansAffect (linguistics)Young adultDevelopmental psychologyEthnic groupSocial psychologyDemographySociology

Abstract

fetched live from OpenAlex

Previous studies of people’s perceptions of intergenerational communication in many countries around the Pacific Rim suggest that aspects of intergenerational communication in some East Asian nations may be more problematic than in some Western ones. This study extends the earlier work by considering similarities and differences between Taiwanese and American young adults’ perceptions of communication with same-age peers and adults 65 years of age and older. As well, in an attempt to discover how the acculturation process may affect intergenerational relations, the perceptions of young Chinese-Americans were also examined. Two-hundred and three participants (including 98 Taiwanese, 47 Euro-Americans, and 59 Chinese-Americans) completed a questionnaire that assessed their perceptions of accommodation and nonaccommodation from members of the two age groups. Also assessed was the extent to which the participants felt deferential towards and avoidant of communication with these two age groups, as well as the experience of positive emotions in these interactions. Consistent with earlier work, young adults were more positive with regards to communication with other younger adults than with older adults, and Euro-Americans generally perceived interactions more positively than people in Taiwan. The Chinese-Americans were similar to the Taiwanese in some respects and similar to the Euro-Americans in others.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.006
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0030.002
Scholarly communication0.0040.004
Open science0.0000.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.001

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.

Opus teacher head0.065
GPT teacher head0.413
Teacher spread0.348 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations36
Published2001
Admission routes1
Has abstractyes

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