Bibliographic record
Abstract
Pierre Bayle (b. 1647–d. 1706) was a philosopher, professor, Huguenot refugee, historian, literary critic, journalist, encyclopedist avant la lettre, and polemicist. According to some scholars, Bayle was also a profound Protestant theologian, while according to others, he was an atheist. Most readers have found Bayle at least skeptical, and many consider him an outright skeptic. In short, it is difficult, if not impossible to classify Bayle’s thought simply, to ascertain his motives clearly, or even to find the intended conclusions of his dozens of works with any certainty. Much of the Bayle scholarship of the past three centuries has been devoted to this problem that is referred to in the literature as the “Bayle enigma.” At least we can say that his most well-known philosophical works treat the topics of superstition, freedom of conscience, religious toleration, rationalist metaphysics, and the problem of evil. In only a few short years, Bayle wrote one of the longest and most complex books ever composed by a single author: the six-million-word Dictionaire historique et critique. The Dictionaire is arranged like an encyclopedia, with discussions of hundreds of topics—mostly people—arranged alphabetically. But unlike an encyclopedia, the Dictionaire is full of critical, philosophical—sometimes obscene—footnotes that make up over 80 percent of the total volume of the work. These footnotes made Bayle notorious in his day, famous and beloved in the centuries after, and guaranteed his place in the histories of literature, philosophy, politics, and religion. Philosophers of the 18th century mined these footnotes for arguments against every traditional authority and dogma, to the point that historian Ernst Cassirer referred to the Dictionaire as the arsenal of the Enlightenment.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.074 | 0.056 |
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".