Bibliographic record
Abstract
Abstract In 1973, a conference was held in Toronto to mark the bicentenary of James Mill's birth and the centenary of John Stuart Mill's death. By that time, Toronto had emerged as the centre of Mill studies. Between 1963 and 1973, the University of Toronto Press had published, in a scholarly edition, eleven volumes of Mill's Collected works . A further twenty-two volumes would appear in the eighteen years that followed. Only two of the nine presenters at the 1973 conference were members of a Philosophy Department. Philosophers had a modest part in the production of Mill's Collected works . Yet, philosophers came to dominate Mill studies in the decades after the Mill edition wrapped up in 1991. Philosophers contributed ten of the fourteen essays featured in The Cambridge companion to Mill (1998), edited by John Skorupski. Philosophers constituted twenty-six of the thirty-seven contributors to A companion to Mill (2017), published by Wiley Blackwell and edited by Christopher Macleod and Dale E. Miller. This communication explains the relative unimportance of philosophers in the creation of the Collected works , and comments on the forces shaping the subsequent pre-eminence of philosophers in Mill studies.
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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 | 0.005 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.015 | 0.022 |
| Scholarly communication | 0.017 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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".