Navigating the “delicate relationship between empathy and critical distance”
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
Purpose This paper features artwork and artists’ statements by middle school students who participated in a research collaboration that involved co-authoring critical literacy curriculum for Art Spiegelman’s graphic novel Maus: A Survivors Tale (1986) with teacher candidates from the University of Toronto. Design/methodology/approach Youth explored personal and social justice issues through writing and artwork produced in response to Maus . In the process, they navigated what historian Dominick LaCapra (1998) has referred to as the “delicate relationship between empathy and critical distance” (pp. 4-5), between closely identifying with the agonizing experiences Spiegelman documents and using their inquiries to cultivate more critical positionalities and assume activist stances on historical and contemporary social justice issues. Findings As they describe in their brief statements included alongside their artwork, creating these projects allowed youth to bear witness to a terrible moment in human history and to envision how they can make a difference in their own communities. Originality/value This work suggests how the arts can be mobilized in critical literacy as a vehicle to interrogate difficult historical moments and multifaceted identity issues.
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 | 0.005 | 0.121 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| 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