L’enseignement philosophique à la Faculté des arts de l’Université de Paris en la première moitié du XIIIe siècle dans le miroir des textes didascaliques
Bibliographic record
Abstract
Sans négliger les autres documents pertinents dans un tour d’horizon final et comparatif, cette étude s’efforce de dépeindre l’enseignement universitaire de la philosophie tel qu’il se reflète dans le miroir des textes didascaliques artiens de Paris jusqu’au mitan du xiii e siècle, tout en fournissant en annexe un premier répertoire, encore partiel, de ce corpus, avec ses éditions et ses traductions. Malgré son caractère généralement pratique et institutionnel, certains de ses éléments théoriques — comme la mise en relief de la liaison intime, trame sapientielle de ces écrits de maîtres ès arts, entre théologie cosmique et éthique philosophique — permettent d’espérer que cet article apporte une véritable contribution à l’Histoire de la philosophie.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.007 | 0.013 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.018 | 0.002 |
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".