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
Souhaitant prolonger les travaux de l'Académie du Palais, peu après 1578, Henri III convia certains des orateurs à rédiger des manuels de rhétorique et d'éloquence pratique. Parmi eux, Philippe Desportes continua à occuper une place de choix. Si l'on connaît ses discours qu'il présenta à l'Académie à partir de 1576, la redécouverte à la Bibliothèque nationale de Russie (Saint-Pétersbourg) d'un manuscrit autographe de Desportes contenant 136 feuillets d'une «phraséologie oratoire» éclaire mieux sa réelle contribution au projet d'éloquence de Henri III. Ce manuscrit de belles phrases entamé en 1579, resté inachevé et inédit, vient nous rappeler que les activités des membres de l'Académie du Palais se poursuivirent au-delà de leur cadre de réunion comme pour concrétiser par écrit et mettre en pratique les fruits de leurs débats oraux.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it