Developing Mutual Intelligibility and Conviviality in the 21st Century Classroom: Insights from English as a Lingua Franca and Intercultural Communication
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.
Bibliographic record
Abstract
& Due to ongoing increases in global mobility and migration, global citizens consistently find themselves in contact with a range of linguistic and cultural backgrounds (Zhu, 2011).Through a growing focus on multilingualism in second language (L2) research (i.e., Ortega, 2013), greater recognition has been given to the complex multilingual repertoires of language users across the globe (Blommaert, 2010).However, a primarily pedagogical focus on the linguistic components of interaction overlooks the role that cultural differences may play in mis-and nonunderstandings between speakers (Scollon, Scollon, & Jones, 2012).Blommaert (2013) prioritized a recognition of complexity over multiplicity and plurality when considering the cultural components of global contact, arguing that current investigations are limited to individual zones of contact, without consideration of how what begin as distinct cultural units are transformed and carried over into subsequent global contact.As such, Blommaert is following up on Leung's (2005) argument for conviviality between global English users, where linguistic and cultural distinctions are not immediately evaluated due
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it