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
Book synopsis: Robert Hooke (1635-1703) was a genius whose wide-ranging achievements are at last receiving the recognition that they deserve. Long overshadowed by such eminent contemporaries as Sir Isaac Newton and Sir Christopher Wren, Hooke's own seminal contributions to science, architecture and technology are now being acclaimed in their own right. Curator of Experiments to the Royal Society when it was chartered in 1662 and author of the famous Micrographia (1665), Hooke also showed unparalleled ingenuity in designing machines and instruments, and played a crucial role as Surveyor to the City of London after the Great Fire. This volume represents a benchmark in the study of Hooke, bringing together a comprehensive set of studies of different aspects of his life, thought and artistry. Its sections deal with Hooke's life and reputation; his contributions to celestial mechanics and astronomy, and to speculative natural philosophy; the instruments that he designed; and his work in architecture and construction. The introduction places the studies in the context of our current understanding of Hooke and his milieu, while the book also contains a comprehensive bibliography. In all, it will be an invaluable resource for all those interested in a figure whose complexity and importance are becoming clear after centuries of neglect.
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 | 0.005 |
| 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