Bibliographic record
Abstract
Le corps du génie militaire espagnol apparaît comme un élément moteur et comme un modèle de la politique militaire réformiste de la dynastie des Bourbons : moteur du redressement militaire et économique du pays, et modèle d’une armée nouvelle par son recrutement fondé sur la compétence scientifique et technique. La polyvalence de ce corps en fait un instrument indispensable à la politique de défense de l’État, mais aussi à la centralisation monarchique et au despotisme éclairé. Malgré une certaine constance du recrutement d’étrangers, les critères d’hispanité, de noblesse et de formation choisis par le pouvoir affirment la volonté de constituer un corps national d’élite scientifique militaire. Les multiples interventions demandées aux ingénieurs en font des propagateurs d’une architecture militaire et civile néo-classique, des diffuseurs du savoir scientifique et des créateurs de la notion de territoire national.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.005 | 0.009 |
| Open science | 0.011 | 0.011 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.090 | 0.026 |
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".