KFL Program Building in the Era of Expansion: Innovative Local Strategies for Emerging Challenges
Why this work is in the frame
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Bibliographic record
Abstract
ABSTRACT This is a comparative study on the developmental trajectories of Korean as a foreign language (KFL) program building, based on the experiences of the past decade by four large state universities in North America. All four programs offer at least a three-year language sequence and are currently seeking expansion toward a full Korean studies program within its own academic context. This article explicates how program building efforts have addressed emerging challenges that are often institution-dependent and program-specific. The following strategies are highlighted: (a) starting a new program through community engagement, (b) reconfiguring the curriculum with changing demographics, (c) strengthening the program by stabilizing enrollment, and (d) fine-tuning the curriculum for program expansion. Thanks to innovative and proactive strategies, each program has passed the first phase of development in practical language training and already offers a solid curriculum with a major/minor degree in Korean language and/or Korean studies. In addition, the article examines the ways in which the pedagogical and curricula practices employed by these schools have helped to establish program identity and sustain program growth. Finally, the article projects that commonalities as well as the local differences in the four programs would be useful in designing an assessment framework on KFL program evaluation.
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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