Bibliographic record
Abstract
Historians of the nineteenth-century Keswick holiness movement have long observed, though seldom analysed, its theological appropriation of the natural world. With annual conventions held from 1875 in the Lake District, home territory of Wordsworth and Southey, the movement’s love of nature was one of its most obvious ‘Romantic afFinities’ and marked it out from other streams of contemporary Evangelicalism, as David Bebbington has recendy shown. Yet much of the early theological inspiration behind the Keswick Convention was drawn not from the Lake Poets, but from the devotional writings of Victorian England’s best-known evangelical poet, Frances Ridley Havergal. The Keswick emphases upon absolute surrender to God and ‘entire consecration’ in his service, with a deep christocentric piety and a passion for spiritual transformation, pervade her teaching. Although Havergal’s brief career lasted only two decades, being cut short by her untimely death in June 1879 at the age of 42, her output was prodigious. Alongside indefatigable letter-writing and the production of numerous evangelistic booklets, she published several collections of poetry and hymnody in a short space of time, notably The Ministry of Song (1869), Under the Surface (1874), Loyal Responses (1878) and, posthumously, Under His Shadow (1879). Her popular hymns, such as ‘Take My Life’ and ‘Like a River Glorious’, became synonymous with Keswick spirituality.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.004 | 0.006 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 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".