Francis A. Barnum, S.J., in native Alaskan dress, surrounded by Georgetown students in front of Healy Hall
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
Francis A. Barnum, S.J., was born in Baltimore \nin 1849. He was educated at Georgetown College and after a period of world travel joined the \nSociety of Jesus in 1880. He spent most of the 1890s in Alaska where he accumulated a knowledge \n of native Alaskan languages. In 1901 he published a grammar of Inuit entitled "Grammatical fundamentals of the Innuit language as spoken by the Eskimo of the western coast of Alaska." \n\t Fr. Barnum left Alaska in 1898, serving briefly as chaplain on Ward's Island in New York Harbor, before returning to Georgetown where he was made archivist. The "stray notes" he wrote during his tenure as archivist are among the most vivid surviving accounts of day-to-day life on Georgetown's campus, from his school days in the 1860s through the early twentieth century. Fr. Barnum died at Georgetown in 1921.
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 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.004 |
| Open science | 0.004 | 0.001 |
| Research integrity | 0.001 | 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