Mission station, Anatom, ca.1890
Bibliographic record
Abstract
”Aneityum [Anatom] - Station at Anami, on the other side of the island from Anelcauhat. Dr. Inglis laboured at Anami. Aneityum is the most southern island of the New Hebrides, and is about 35 miles round, with mountains 3000 feet high. When Dr. Geddie settled on the island of Aneityum in 1848, the natives, with a few exceptions, were all heathen. When Dr. Inglis arrived in 1852, there were about 400 Christians. When he left in 1859, the whole 3500 professed Christianity.” Exterior view of Aneityum mission station, centre right, from a distant raised point. John Geddie [Canadian Church] pioneered the station in 1848 and over a hundred converts were made by 1853. John Inglis (1808-1891) and his wife joined him in 1853. They were commissioned by the Reformed Presbyterian Church of Scotland which was acting on the advice of Alexander Duff (1806-1878) that they should become a missionary Church.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.005 | 0.016 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.199 | 0.193 |
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 source (direct Gemma or distilled Codex), 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".