A Community Partner's Role During a First-Year Service Learning Project
Bibliographic record
Abstract
There are 3 primary roles in a service learning (SL) project: student, teacher, and community organization representative (COR).It has been established that students enjoy and benefit from SL experiences.[1][2][3][4][5] Teachers benefit as well, in their ability to meet educational objectives. 1 For the community organizations, the advantage appears to be obvious; their problem is resolved.However, the benefits for the COR must be more fully explored.This paper will examine the advantages as well as the inconveniences experienced by one of the authors while participating in a SL project.In the 2011 -2012 academic year, 45 first-year engineering students at the University of Prince Edward Island in Canada were introduced to a need from a remote village in Kenya.Though it would have been preferable to work directly with the villagers, poor internet quality and the extreme distance made this impossible.As a result, people from the local community, who regularly travelled to the village, identified the need and acted as the COR during the 15-week long project.In groups of 3, the students designed charcoal presses to convert agricultural waste into charcoal briquettes more efficiently than the current process.The COR was involved in the design process during the problem introduction, a hands-on demonstration of the process, question and answer sessions, reviews, and the design exposition.Also, while in the Kenyan village, the COR facilitated an exchange of information and performed an experiment designed by the students.The time demand, though great, gave the students a better understanding of the needs of the villagers.This paper will consider a qualitative assessment of the COR's involvements.This will be achieved through an examination of activities between the students and the COR, including a firsthand account of the events that took place in the remote village.Finally, the accomplishments and deficiencies that the COR experienced will be analyzed, and recommendations will be made to ensure that all participants' expectations are achievable.
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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 | 0.007 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.007 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.018 | 0.003 |
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".