Appel à contribution - Colloque de l’ISIAT Bordeaux janvier 2013
Bibliographic record
Abstract
Bordeaux les 28 et 29 janvier 2013 « L’animation socioculturelle, quelle place dans le projet urbain ? » Le Pôle Carrières sociales ISIAT-IUT Michel de Montaigne et l’UMR ADES/CNRS, Université de Bordeaux 3 en partenariat avec l’IEPSA Université de Saragosse, l’UQAM Université du Québec à Montréal, l’École Polytechnique de Lisbonne et le CRAJEP Aquitaine organisent les lundi 28 et mardi 29 janvier 2013 un colloque sur le thème : « L’animation socioculturelle, quelle place dans le projet urb...
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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 | 0.009 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.015 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.045 | 0.025 |
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".