NATO'S IMPACT ON THE SPANISH ARMY & FUTURE PERSPECTIVES
Bibliographic record
Abstract
"The crucial influence, both direct as well as indirect, that NATO has had on all the Spanish Army¿sactivities needs to be recognised, especially in terms of the change in mentality of its members;organisation, transformation and planning; doctrine, operations and intelligence; preparation andtraining, along with its leadership and logistic support. The important change in mentality that theArmy has undergone as a consequence of entering the Alliance has fundamentally been in the field ofoperational structures, force projection, knowledge of languages, leadership, joint and combined spiritand multinationality. Some of the permanent references for the Army, with the horizon of 2025 insight, include: the human factor (of the combat soldier), professionalism, the command structure, joint action, a Comprehensive Approach to conflicts, a continuous and dynamic need to evolve, constant improvement and an intelligent dissemination of the institution¿s values. Definitively, the Army in the first quarter of the 21st century is a tool of the State, one that is modern, agile, flexible, perfectly represented in NATO and the international environment, which is prepared in its mentality, and in staff and material terms, to respond with the greatest solidity, credibility and efficiency to safeguard and defend Spanish interests."
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.051 | 0.000 |
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; a candidate call from one teacher head, not a consensus.
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".