Naming Ourselves as Popular Educators: An Appreciative Inquiry into West Coast Canadian Artists' Identity
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
This multimedia essay combines words and images in a creative performance drawn from our 2009 cross-Canada Whistlestop Project, 1 a study of the diverse art practices of Canadian popular educators involved in the women’s movement. We focus on the Tofino Whistlestop on Vancouver Island on the Pacific Coast, the most westerly point on this research-by-rail journey, which began on the Atlantic coast. The eight participants at The Common Loaf Bake Shop in Tofino represented diverse art forms: arts-researcher Dorothy; arts-researcher and photographer Anita; baker-designer Maureen; painter-collagist-muralist Marla; flamenco dancer Therese; baker-mosaic artist Stephanie; poet-writer Chris; and, poet-writer-videographer John. This essay unfolds as a show and tell of the research participants’ art practices as they constitute popular education in the context of arts-based action research methodology of Appreciative Inquiry (AI) to generate personal and collective stories of life-affirming experiences of art as popular education. This video essay highlights the relational art of story-telling and story-receiving through gesture, performance, and symbol.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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