Assessing the Ethos of Anglican Primary Schools in Wales: The Student Voice Project
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
Abstract Since the Anglican Church in England and Wales began to build schools long before the state developed machinery to do so, around a quarter of all primary schools remain connected with the Anglican Church. The church school inspection system maintains that Anglican schools have a distinctive ethos. The Student Voice Project argues that school ethos is generated by the implicit collective values, beliefs and behaviours of the students, and was designed to give explicit voice to the students in response to six specific areas of school life identified by the Anglican school inspection criteria as relevant to school ethos. Drawing on data provide by 8,111 year-five and year-six students attending Church in Wales primary schools, the present study reports on the six ethos measures and on significant differences reported by female and male students, and by year-five and year-six students.
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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 | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 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