« Pourvu qu’il soit bon, beau et marchand » : l’industrie et le commerce du plâtre de la montagne à Toulouse (XVIIe-XIXe siècles)
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
Le « plâtre de la montagne » vendu aux artisans et artistes toulousains entre les XVIIe et XVIIIe siècles provient des petites Pyrénées par la Garonne. Sa production va crescendo au fil de ces deux siècles, suivant en cela les évolutions de l’architecture et de la décoration. Les procédés liés à l’extraction du gypse, à la fabrication du plâtre, à son transport et à son commerce dans la capitale languedocienne se découvrent à travers les archives. Compiler les sources du XVIIe au XIXe siècle permet d’obtenir une vision de l’économie de ce matériau : de la plâtrière aux bateliers et du marchand au chantier.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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