“There’s some colonial in my postcolonial”: Community Development Workers’ Perspectives on Faith-based Service Learning in a Guatemalan Context
Bibliographic record
Abstract
Faith-based relief and development organization Mennonite Central Committee (MCC) has been involved in the country of Guatemala since 1976 when they responded to relief needs in light of the devastating earthquake at the time. Since then MCC has invested in a number of communities throughout Guatemala in various capacities, one of which has been the development of service and learning opportunities aimed at exposing and connecting students/participants in the global north with the people and issues within the global south. As researchers of service learning, who are also committed to a faith tradition and have participated in or have been in relationship with MCC in some capacity, we are interested in evaluating how their faith tradition has helped to both construct their practice as well as critique it. One of the aims of our research is to collaborate with MCC practitioners in assessing and examining their current practice of service/learning in Guatemala in an effort to discover ways in which they are creating opportunities for positive societal change – both in the lives of the student/ participants and the communities in Guatemala, while critiquing the traditional colonial and neocolonial approaches to development.
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.
How this classification was reachedexpand
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 | 0.763 | 0.432 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.558 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.581 |
| 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".