Bibliographic record
Abstract
La poésie hébraïque est généralement très concise : les vers sont courts et ne comprennent souvent que deux ou trois mots. La poésie du Deutéro-Isaïe ne fait pas exception. Mais en utilisant sciemment certains mots auxquels il est possible d’attribuer plus d’un sens, le prophète est en mesure de formuler un message beaucoup plus complet et complexe que le texte ne le suggère à première vue, tout en conservant la concision habituelle de la poésie hébraïque classique. Cette complexité est particulièrement bien illustrée dans un passage où le prophète se moque des devins et des sages babyloniens (Is 44,25), afin de démontrer à ses auditeurs que Yahvé est le seul et unique responsable de la libération de son peuple et qu’il est derrière la décision du roi perse Cyrus de reconstruire Jérusalem et son temple.
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.
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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.010 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 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".