“Hymns of a More or Less Idiotic Character”: The Impact and Use of “<scp>S</scp>ankey's” Gospel Songs in Late Nineteenth‐Century <scp>A</scp>ustralia
Why this work is in the frame
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Bibliographic record
Abstract
Through the large inter‐denominational evangelistic campaigns of the last quarter of the nineteenth century in A ustralia, the gospel songs commonly described as “ S ankey's” were introduced to both church‐goers and the general community and came into wide public knowledge. This article explores their early acceptance, dissemination, and use, and argues that while their impact upon church‐goers was considerable since they were so widely sung in many churches, they were also known, or known about, in the wider community, occupying a significant cultural space.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| 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