Man of the century: Winston Churchill and his legend since 1945
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
Part One 'The Greatest Dying Englishman': Churchill's Death and Funeral'Had This War Not Come, Who Would Speak of Winston Churchill'?'The Greatest Living EnglishmanI Must Justify Myself before History': Fulton and the War MemoriesPart Two 'The Maker of Modern Ireland'?: Churchill and the Celts'The Father of Europe'?: Churchill and the EuropeansPart Three 'An English-speaking Union in my own Person': Churchill and the American'The Lynchpin of the English-Speaking Peoples': Churchill and Canada'The Brightest Gem in the British Crown': Churchill in New Zealand'Bad Stock': Churchill and AustraliaRobert Menzies, Worldwide Leader of the Churchill Appreciation SocietyPart Four The Man of the Century--and of the Next?NotesIndex
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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