Bibliographic record
Abstract
This project report documents the development of a web resource for writers on author residencies available across Canada. Author residencies in Canada originated at universities and then were hosted at public libraries, but now often are run by community arts organizations, especially in Western Canada. Many of these community-based writer-in-residence programs take place in writers’ houses; for example, Berton House in Dawson City, Yukon; Roderick Haig-Brown House in Campbell River, BC; R.D. Lawrence Place in Minden Hills, Ontario; Historic Joy Kogawa House in Vancouver; Wallace Stegner House in Eastend, Saskatchewan; and now Maison Gabrielle-Roy in St-Boniface, Manitoba. These writer-in-residence programs began to emerge mainly in the mid-2000s and now serve as indirect support to the book publishing industry through direct grants to writers. A web resource profiling community-run and other writer-in-residence programs was developed between April and September 2010, and shared with writers and writers’ associations in late September 2010.
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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".