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
Dans son Mensonge de la science allemande qui paraît en 1917, Victor Bérard, emporté par l’atmosphère de nationalisme exacerbé propre à son époque, sacrifie au genre de la dénonciation. Mais mu par une évidente contradiction il esquisse dans un même temps l’histoire de la philologie allemande qu’il connaît fort bien. Son livre sur Les Phéniciens et l’Odyssée développe une forme d’anthropogéographie liant les déplacements préhelléniques aux configurations géographiques. Lorsqu’il aborde la question des Phéniciens, Bérard exprime la conviction que la Grèce fut l’héritière de peuples orientaux sémitiques. On reconnaît dans la production philologique allemande de son temps les pierres de construction d’une théorie qui trouve un regain d’actualité dans des analyses récentes d’Homère.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.007 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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