Bibliographic record
Abstract
russell: the Journal of Bertrand Russell Studies n.s. (summer ): The Bertrand Russell Research Centre, McMaster U. issn –; online – e:\documents (e)\rj\type\red\rj red.docx -- : PM Russelliana FRANK RUSSELL’S BIRTH GOBLET Tony Simpson Bertrand Russell Peace Foundation Churchill Park, Nottingham ng4 2hf, uk tonysimpson@russfound.org Bertrand Russell held on to the silver goblet ( cm, g) given by Francis Charles Hastings Russell on the birth of Bertie’s older brother, Frank, in . Hastings Russell was a close cousin of John Russell,Viscount Amberley, Frank and Bertie’s father, becoming th Duke of Bedford in .The hallmarked goblet has the Bedford goat emblem and is engraved to John Francis Stanley Russell, born August th , from “FR” (or “HR”), monogram of Francis Hastings Russell. On the reverse, the goblet is engraved to John Conrad Russell , born Nov. . It was made in London by Hunt & Roskell Late Storr & Mortimer, as inscribed on the foot, no. . ...
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.030 | 0.011 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".