Recruiting, Organizing, Planning, and Conducting a 3-Week, Short- Term Study Abroad Program for Undergraduate Students: Guidelines and Suggestions for First-Time Faculty Leaders
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
: The article provides an overview on the importance of international education, and the significance of short-term study abroad programs. It also provides specific step-by-step guidelines and recommendations to help first-time faculty members who are interested in conducting a short-term study abroad program in the field of child development and family studies. Explanations are given on conducting orientation sessions before departure, suggestions for fund raising activities, balancing the academic content with recreational and adventure excursions, making arrangements for guest speakers in the host county, arranging for visits to social service agencies, and lastly incorporating service learning activates in the program. Questions such as, “What are some of the of the typical challenges that a faculty leader is likely to encounter in the host country”? are addressed. A summary of the qualitative analyses that was obtained from the students, about their reactions to the program, and the impact that it had on them, after they returned from the 3-week program is explored.
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 | 0.009 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.012 | 0.002 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 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