The role of tasks in promoting intercultural learning in electronic learning networks
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
This paper focuses on the role of tasks in promoting intercultural learning in learning networks and is based on qualitative research from three e-mail projects between English as a foreign language (EFL) high school classes (years 11 and 12) in Germany, and English and Social Studies classes in the United States and Canada.The joint reading of literary texts formed the basis for discussion on the networks.A comparison between intercultural learning in the actual reading process and the negotiation of meaning in the network phases shows a close resemblance in the structure and use of tasks.Task properties, such as activity, setting, and teacher and learner roles, as well as the personal level (i.e., non-thematic exchange of information) in the asynchronous e-mail exchange, proved to be especially influential for intercultural learning in the design and management of task structure.1. communicate appropriately with native speakers of the language; 2. get to understand 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.
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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.004 |
| 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