Le collège Sainte-Barbe de Paris : des frères Labrouste à Ernest Lheureux
Bibliographic record
Abstract
"The College Sainte-Barbe in Paris : from the Labrouste brothers to Ernest Lheureux", by Annabelle Lebarbé. Opened in 1460 in the heart of the Quartier Latin, then forced to close down in 1793, the College Sainte-Barbe is brought back to life by Victor de Lanneau in 1798. The successive headmasters of the school will have it developped and enlarged with new buildings, first the construction of the secondary school by the Labrouste brothers in 1840, then the one of the preparatory school by Ernest Lheureux in 1881-1884. The example of Sainte-Barbe turns to be of the utmost significance at a time when a policy in favour of secondary education and suitable architectural answers slowly take shape. As an undenominational private institution, Sainte-Barbe has full scope to carry out its own innovative designs as regards school architecture and is enabled to corne up against financial difficulties thanks to the deep "esprit de corps" of its former pupils. Thus the institution is among the first ones to have proper brand new schools built.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.005 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.015 | 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".