Critique d’un outil méthodologique à travers l’étude d’un objet métis
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
La notion de valeur culturelle est prégnante dans le champ de la conservation-restauration. D’après les codes de déontologie, le professionnel doit veiller au respect de ces valeurs. Ainsi, pour évaluer un bien culturel, plusieurs modèles théoriques ont été élaborés ou adaptés pour la discipline. Mais correspondent-ils aux soins que nécessite un objet dit ethnographique ? Cette recherche tente d’appréhender la notion de valeurs culturelles et de poser un regard critique sur un outil méthodologique utilisé dans le domaine patrimonial - la typologie de valeurs - en vue de proposer un protocole d’intervention pour un objet métis (Un tiputa tahitien conservé au Musée du Quai Branly – Jacques Chirac).
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.022 | 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 it