The Evangelisation Society of Australasia: Arthur E. Eustace, the First Lay Evangelist
Bibliographic record
Abstract
When the Evangelisation Society of Victoria began its operations in 1883, the first full-time evangelists were a Baptist minister, the Rev. Alfred J. Clarke, and a layman, Mr Arthur E. Eustace. They were also soon joined by several part-time evangelists. Arthur Edwin Eustace was born in Kingsbury, Middlesex, fourteen kilometres north-west of the City of London in 1852, the second child of William Henry Eustace, a groom, and his wife Catherine nee Hadley. Arthur's father died when he was 18 and the family moved around quite a bit, though close to London. At about the age of 23 years he was converted to Jesus Christ in a tent mission being held in Canada Town. This mission was part of the evangelistic and social operations under the direction of Mr Charles R. Hurditch.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.008 | 0.003 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".