Claire Bourhis-Mariotti, Marcel Dorigny, Bernard Gainot, Marie-Jeanne Rossignol, Clément Thibaud (dir.), Couleurs, esclavages, libérations coloniales 1804-1860
Bibliographic record
Abstract
L'ouvrage recense les actes du colloque international et interuniversitaire Rorientations des empires et nouvelle colonisation qui a eu lieu du 16 au 18 juin 2011. La premire de couverture reprend l'iconographie choisie pour illustrer ces journes d'tudes. Ce colloque est le fait d'une association entre diffrentes universits et centre de recherches. Il a t organis sous le patronage de l'Universit Paris 1 Panthon-Sorbonne (Bernard Gainot), avec la coopration de l'Universit Paris VIII (Marie-Jeanne Rossignol et Claire Bourhis-Mariotti) et le soutien de l'Association pour l'Etude de la Colonisation Europenne (APECE) prside par Marcel Dorigny.
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How this classification was reachedexpand
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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; both teacher heads agree on what is shown here.
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".