Bibliographic record
Abstract
In cross-cultural communication activities, different languages and cultures will affect the success and failure of communication. This paper explains the importance of context in cross -cultural communication according to the cultural comparison of broad and narrow context. Key words: cross cultural, context, difference, importance Resume Pendant la communication interculturelle, la difference des langues et des cultures influencent la reussite et l’echec de la communication. Ce texte present a fait un resume d’autre point de vue soit la comparaison entre la grande et petite circonstance culturelle sur l’importance des situations dans la communication interculturelle. Mots-cles : interculturel, circonstances, differences, importance 摘 要 在跨文化交際活動中 ,語言的不同,文化的差異都影響著交流的成功與失敗 .本文從跨文化交際的一個側面,即大語境和小語境文化對比 ,闡述了語境在跨文化交際中的重要性。 關鍵詞：跨文化；語境；差異；重要性
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.022 | 0.063 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.006 | 0.023 |
| Scholarly communication | 0.012 | 0.016 |
| Open science | 0.002 | 0.015 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".