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
Russell's 90th Birthday Medallion Tony Simpson Click for larger view View full resolution [End Page 69] Click for larger view View full resolution In this 150th anniversary year of Russell's birth—and with the nuclear peril again rising—it seems fitting to recall his anti-nuclear campaign and how it was celebrated for another landmark birthday, his 90th, in May 1962. In addition to notable events in Russell's honour at London's Festival Hall and Café Royal, as well as in the House of Commons, English coin designer and painter Christopher Ironside (1913–1992) was commissioned to produce this bronze medallion. Only twelve copies were cast, including this one, originally in Russell's possession at Plas Penrhyn and now held by the Bertrand Russell Peace Foundation. (Another copy is in the Russell Archives.) Inscribed on the obverse of the medallion (diameter: 128 mm.) are the titles of fourteen Russell books. The reverse depicts a mushroom cloud rising over Trafalgar Square with Russell in the foreground of a crowded sit-down protest. The inscription around the edge of this side is of Russell's best-known appeal for peace. [End Page 70] Tony Simpson Bertrand Russell Peace Foundation 5 Churchill Park, Nottingham NG4 2HF, UK tonysimpson@russfound.org Copyright © 2022 McMaster University
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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 | 0.005 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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