Bibliographic record
Abstract
Né il y a exactement cent ans, Friedrich Hayek a joué un rôle majeur dans la reconstruction d’une pensée libérale originale qui s’oppose, en particulier, à l’interventionnisme keynésien. L’article retrace l’itinéraire de cet homme qui, d’abord vaincu par Keynes, a vu ses idées triompher dans les dernières années de sa vie. L’auteur se penche ensuite sur les fondements du libéralisme de Hayek, en évoquant sa conception de la connaissance et sa théorie des ordres spontanés, sur lesquels s’appuie son rejet du socialisme et de la planification. Il examine enfin sa conception de l’État et des rapports entre l’État et l’économie et montre que le libéralisme de Hayek a, dans la mouvance libérale actuelle, souvent qualifiée de néolibérale, des caractéristiques singulières qui le distinguent de plusieurs autres courants.
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 | 0.004 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.018 |
| Scholarly communication | 0.006 | 0.006 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.005 | 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".