Editorial: ‘What If?’ and Other Questions
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
Click to increase image sizeClick to decrease image size Notes 1. Amanda Shah (2002) ‘Joining up the Commonwealth’, Commonwealth Policy Studies Unit. 2. Founded in 1913 as the Universities Bureau of the British Empire. 3. The first British Empire Games were held in Hamilton, Canada, in 1930. 4. Many Afro-Asian members of the Commonwealth boycotted the Edinburgh Games in protest at the Thatcher government's policy on apartheid South Africa; Robert Maxwell, the media tycoon who subsequently committed suicide and was found to have looted the Daily Mirror pension fund, raised funds to meet the deficit on the Games. 5. The late Robert Atkins organised the Commonwealth Arts Festival, with his colleague Prakash Daswani. The Caribbean Focus (1986) saw cultural and educational activities in over 50 localities in the UK supported by black and Caribbean committees, airline sponsorship that brought 130 celebrities from the Caribbean to the UK, a Caribbean Express train with a mobile exhibition that visited 21 stations, a pan-Caribbean theatre company and the Jamaican Dance Theatre Company, and a literary conference celebrated by the pouring of a glass of wine over Sam Selvon, author of Lonely Londoners, by an Institute staffer Doris Harper-Wills who alleged he was a misogynist. 6. It will be interesting to compare the impact in 2014 of the Queen's Baton Relay, a feature of the Commonwealth Games since 1958, with the travels of the Olympic torch in the UK in 2012. 7. The Manchester Commonwealth Games, 2002, included a Commonwealth Film Festival in its arts offer, but this petered out later as a specifically Commonwealth legacy. 8. The Foundation website, www.commonwealthfoundation.com, does not include a budget, but while a recent strategic statement, ‘Civil Society: A Force for Transformation’, forecast an income of £5.1m in 2011–12, it is reported that the actual number was closer to £4.1m.
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 | 0.002 | 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 | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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