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
While her journal concentrates on her efforts to teach weaving, carving, metal work, pottery, carpentry, basket weaving, and her best known accomplishment, the hooked mats that have become famous for their strong designs and meticulous craftsmanship, she also describes the local people and customs of St Anthony and life in the household of the Grenfell workers. After she left Newfoundland, Luther became one of the pioneers of occupational therapy in the United States, spending the rest of her professional life as director of occupational therapy at the Butler Hospital in Providence, Rhode Island. Edited by Ronald Rompkey, author of the most authoritative biography of Grenfell, Luther's journal provides an unusually intimate account of Wilfred Grenfell during these four years B his idiosyncracies, his attempts to meet the needs of the community, his rescue from a floating ice pan, his marriage B and brings to life the Newfoundlanders with whom she worked.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 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) | 0.002 | 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