Teaching Britain: Elementary Teachers and the State of the Everyday, 1846–1906, by Christopher Bischof
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
In a series of eight, brisk chapters studded with telling examples, Christopher Bischof takes the reader through the process of becoming an elementary schoolteacher in Victorian England and Scotland, from their experiences as pupil teachers, though training college, onto the job market and into assistant teaching positions, and towards the dream of landing an elusive head teacher placement. The book examines teachers’ ‘everyday’ school experience, their self-fashioning of professional and social status in often financially straitened circumstances, their holiday travel, the gulf between rural and urban teaching situations, and their interventions into political debates about education. The view presented is a much more generous and optimistic view of elementary teachers than scholars of Victorian culture are typically used to; it is very much a view of teachers of which they themselves would have approved. Bischof’s teachers thumb their noses at their superiors and flout the rules in training college; they...
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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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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