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
In the 1850's John Harden and E.A. Watkins, missionaries of the Church Missionary Society (CMS) to James Bay, began the work of adapting James Evan's Cree syllabic orthography to Inuktitut. Watkins' introduced the syllabic writing system to Inuit at Fort George and Little Whale River in 1855, and that same year Harden printed a small book of scripture verses in syllables on his press at Moose Factory. In 1865, at the request of CMS Secretary Henry Venn, Harden and Watkins met in conference in England and modified the syllabic system to allow a more precise rendering of both Inuktitut and Moose Cree. It remained for Edmund James Peck, who arrived in the diocese in 1876, to devote his attention to the translation of scripture into Inuktitut in Harden and Watkins' orthography. Only minor changes were made in the Inuktitut orthography until the major revision under the direction of the Inuit Cultural Institute in the 1970's.
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) | 0.000 | 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 | 0.000 |
| 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