“But are we going to deal with the hard questions?”: Waves of Compassion in Halifax Regional Municipality
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
Within broader social concern about compassion and learning to live well together in the world, a non-profit community-based organization called Waves of Compassion has emerged in Halifax Regional Municipality (HRM) in Nova Scotia, Canada. In this article, we explore how compassion relates to some “hard questions” that have arise for the organization—questions related to issues of marginalization and inclusivity: for example, what it might mean to “walk in another’s shoes,” particularly when that person or group of people is different from you in terms of age, race, ethnicity, sexual orientation, socioeconomic status, or citizenship. We also wonder what role the Waves organization might take up in terms of action and/or practice with regard to transforming inequity and promoting inclusivity in the community. We consider such questions in the context of data derived from a recent survey that Waves of Compassion undertook. We integrate found poems (many of which are derived from the survey data) and expository writing as means of underlining what some writers have said about compassion—that it involves both emotions and rational thought, the undoing of sharp distinctions between the two. We see compassion as a form of practice where boundaries and separations might be dissolved (at least at times) through being and knowing in different ways.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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