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
French missionary Émile Petitot (1838–1916) was based in Canada's Northwest Territories for twelve years, from 1862. He visited the Inuit people five times and became so well accepted that they called him 'Mr Petitot, son of the Sun'. Petitot believed that understanding Inuit languages was crucial to the religious conversion of the natives. During his mission, he collected more linguistic material than ever before and prepared dictionaries of the various Dene dialects. In this book, published in 1876, he describes the Inuit's traditions and sets about the monumental task of compiling the first grammar and vocabulary of the extremely complex Tchiglit dialect. Petitot also made substantial contributions to the geology, palaeontology, zoology and botany of the Northwest region. His efforts were rewarded with a Silver Medal from the French Société de Géographie and the Back Award from the Royal Geographical Society of London.
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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