Voltaire (François-Marie Arouet), Textes attribués à Voltaire, vol. 147, série Œuvres complètes de Voltaire, éd. John Renwick, Voltaire Foundation, 2022
Bibliographic record
Abstract
Compte-rendu d’un des derniers volumes de la collection des Œuvres complètes de Voltaire, aujourd'hui dirigée par Nicholas Cronk (2000-2021) et initiée par Theodore Besterman (1968-1974). La collaboration internationale est intense entre spécialistes et bibliothécaires, comme en témoignent les organisations soutenant le projet : L'Académie Française, L'Académie Royale de Belgique, The American Council of Learned Societies, La Bibliothèque Nationale de Russie, The British Academy, Le Musée Voltaire de la Bibliothèque de Genève, L'Union Académique Internationale. Ainsi, des chercheurs d'horizons divers ont contribué aux discussions centrées sur divers manuscrits et les multiples versions imprimées ainsi que sur l'appareil critique en deux langues, l’anglais et le français, selon leur langue de préférence. Le volume contient une liste d’ouvrages attribués à Voltaire, une bibliographie réunissant les ouvrages cités des diverses introductions et notes, et un index.
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.
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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.006 | 0.006 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.027 | 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".