The Agency Paradigm: A Pedagogical Tool to Facilitate Nuanced Thinking on Sensitive Issues
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
Abstract Sensitive issues, rife in religious studies and in theology, present a pedagogical challenge when teaching students to nuance their thinking around positions that are often sharply defined and elicit strong feelings. I developed a learning tool that I call the “Agency Paradigm.” The purpose of this tool is to help students comprehend diversity within religious traditions, particularly regarding the agencies of women who are committed to them. Drawing on the open and critical dialogue of emancipatory pedagogy, the Agency Paradigm encourages students to explore a range of ways women in world religions choose to act in varying contexts. This approach to teaching world religions increases students’ cognitive knowledge base and expands their understanding of each of the religions studied in the course, as examined through the perspective of differing women; it also assists them in developing their own agency through thoughtful reflection.
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 | 0.003 | 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 | 0.006 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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