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
Julius Cæsar was one of three principal plays by different authors, pitched upon by the celebrated Earl of Halifax to be brought out in a splendid manner by subscription, in the year 1707. The other two were the King and No King of Fletcher, and Dryden's Maiden Queen. There perhaps might be political reasons for this selection, as far as regards our author. Otherwise, Shakespear's Julius Cæsar is not equal, as a whole, to either of his other plays taken from the Roman history. It is inferior in interest to Coriolanus, and both in interest and power to Antony and Cleopatra. It however abounds in admirable and affecting passages, and is remarkable for the profound knowledge of character, in which Shakespear could scarcely fail. If there is any exception to this remark, it is in the hero of the piece himself. We do not much admire the representation here given of Julius Caesar, nor do we think it answers to the portrait given of him in his Commentaries, He makes several vapouring and rather pedantic speeches, and does nothing. Indeed, he has nothing to do. So far, the fault of the character is the fault of the plot.
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 | 0.000 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 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