Brother Bourquin playing with children, South Africa East, [s.d.]
Bibliographic record
Abstract
„Br. Bourquin im Spiel mit Kaffer-Jungen“ („Brother Bourquin playing with the Kaffir boys“). Brother Bourquin, wearing a suit and a hat, is standing in a meadow, with his back to the photograper but turning his head to the photographer, smiling. In front of him about ten boys in shorts and shirts. Some of them sitting, others standing. In the background wood, plants and hills.; Walther Bourquin, born in 1879 in Nain (Labrador), worked as a missionary in South Africa East from 1908 until 1949. He married Martha Wüstemann in 1908 in Berlin. In 1908 he arrived in Silo. In 1913 he was stationed in Gosen and around 1924 he was in Tinana. In 1925 he became president of the mission province South Africa East. In 1937 he worked in Mvenyane and retired in 1949. He died in 1974 in Durban.--Johannes Vogt (1883-1973) was bishop of the Moravian Church (from 1947 onwards) and has visited Tanganyika in the years 1938 and 1939.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.010 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.202 | 0.085 |
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".