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 admirers of Thomas Willis are indebted to Dr O'Connor (March 2003 JRSM1) for adding further evidence that Cerebri Anatome (1664) reflects the religious and political practices of mid-17th-century England. Keele previously noted that the dedication of this famous book can leave no reasonable doubt that Willis carried through all his great work on the anatomy of the brain in a deeply religious spirit. Like William Harvey before him Willis saw nothing incongruous between religious sincerity and anatomical investigation.2 Willis dedicated all three of his works on the anatomy, pathology and clinical disorders of the nervous system to Gilbert Sheldon, Archbishop of Canterbury and his patron, patient and friend. After a devoted and pious life, his body was laid to rest in Westminster Abbey, a fitting tribute to the founder of neurology.3,4
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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