Bibliographic record
Abstract
Je me fixe deux objectifs dans ce texte. Le premier est de situer l’esthétique ou la philosophie de l’art par rapport à la philosophie en général et d’expliquer pourquoi elle a été la préoccupation centrale de tant de philosophes dans la tradition. Mon second objectif est de définir un courant dominant de l’esthétique des trente dernières années, que je nomme « contextualisme », et d’expliquer son importance en ce qui concerne les réflexions des artistes, critiques, théoriciens et publics à propos de l’art. Le contextualisme, en un mot, est la thèse selon laquelle les oeuvres d’art sont, du point de vue ontologique, épistémologique et de la critique, liées à leur contexte de création et de projection ; en dehors de ce contexte, les oeuvres d’art cessent d’être ce qu’elles sont et n’ont plus les qualités et significations qu’elles possèdent en réalité.
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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.004 | 0.018 |
| Scholarly communication | 0.006 | 0.006 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.010 | 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".