Bibliographic record
Abstract
Study abroad programs are run by many universities in Japan.This paper examines the 2010 -2011 Pacific Bridge (PB) program and student evaluations of their progress at the end of the PB program.A brief outline of the program is provided and the studentsʼ selfevaluations are discussed.Instructorsʼ comments on the cohortʼs progress are shown along with the authorʼs reflections.Recommendations on how the program can be improved are also given.１．Introduction This paper focuses on the 2010 -2011 Pacific Bridge (PB) program cohort and the selfevaluations of their progress at the end of the PB program.A brief background to the program is given followed by an analysis of the studentsʼ self-evaluations.Comments from the instructors on the cohortʼs progress are included along with some reflective comments from the author on the PB program.Finally, some recommendations on how the program can be improved are provided.２．Background The PB program is a joint undertaking between Ritsumeikan University and the University of British Columbia(UBC) .It aims to provide students with the chance to experience Canadian culture first-hand while studying at the best university in Canada.The program is offered each year over a four-week period from mid-February to mid-March.It was designed by UBCʼs Continuing Studiesʼ Centre for Intercultural Communication(CIC) and aims to "provide a unique, elite level, full-time, educational opportunity for international university graduates" (UBC, 2009, p.1 ; see Cripps, 2009) .Academic seminars given as part of the PB program allow students to experience learning in a Canadian university context and apply their critical thinking skills in various
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.011 | 0.016 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".