Dialogue Journals in Short‐Term Study Abroad: “Today I Wrote My Mind”
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
Short‐term study abroad programs are growing in popularity, and educators and researchers are exploring effective tools to enhance the learning and cultural experiences of students in these programs. Dialogue journals, writing journals in which students respond to instructor prompts and in turn initiate topics for further written discussion, are a useful pedagogical tool in a variety of educational contexts, but their use in the short‐term study abroad setting remains largely unexplored. This article looks at the dialogue journal writing of eight Japanese students in a 4‐week visit to a Canadian faculty of education. Themes that emerged from their writing in conversation with their English for academic purposes instructor reveal that the dialogue journals provided a venue for students to express their feelings, draw upon their learning outside of class, and bring their intercultural learning into the dialogue. The use of dialogue journals facilitated the building of rapport between teacher and students and served to bridge cultural differences.
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 | 0.002 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.010 | 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