Xavier Lafontaine, Hellénisme et prophétie. Les Oracles Sibyllins juifs et chrétiens
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
Xavier Lafontaine nous offre avec son ouvrage Hellénisme et prophétie. Les Oracles Sibyllins juifs et chrétiens, issue d’une thèse soutenue sous la direction de Rémi Gounelle et de Gianfranco Agosti, un ouvrage de référence en langue française sur les Oracles Sibyllins qui s’inscrit dans la lignée des travaux de référence de Jane Lighfoot, d’Olivia Stewart Lester ou de Jean-Michel Roessli entre autres. L’auteur y propose une étude philologique rigoureuse qui entend considérer les Oracles Sib...
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.005 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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