Oxford Serialized: Revisiting the Huxley–Wilberforce debate through the periodical press
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The debate between the Bishop of Oxford, Samuel Wilberforce, and the scientific naturalist, Thomas Huxley, at the 1860 meeting of the British Association for the Advancement of Science has come to represent an iconic moment in the history of the relationship between science and religion. This article uses the digitalized databases of nineteenth-century British periodicals to re-examine the reception of the Huxley–Wilberforce debate. By combining methods and insights from digital humanities with the vast literature on the Huxley–Wilberforce debate, and the secondary literature on science and print culture, I show that the narrative of Huxley’s victory over Wilberforce was not the prevalent story told in the press immediately after the event occurred. Rather, this study shows that there is still much to be learned from looking at the ways in which the press influenced nineteenth-century understandings of iconic moments in the history of science, even in cases that have been well examined, such as the Huxley–Wilberforce debate.
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.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.013 |
| Scholarly communication | 0.000 | 0.000 |
| 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