Uma análise sobre a política de informação para a defesa militar do Brasil: algumas implicações éticas
Bibliographic record
Abstract
Some ethical implications: It is presented the development of the information policy for the military defense of Brazil, taking into consideration information actions, which were implemented during the Brazilian history, and in the context of the regions where the country carries out geostrategic influence. The hypothesis is that there is a dilemma of the Brazilian state between cooperative international relations, based on a multilateral perspective, and the threats to its critical information infrastructure. Besides, technically there is a fragility of the cybernetics infrastructure because of the lack of an appropriate information policy, which could contribute to the position of Brazil in the international system of power, in accordance with its potentialities. Questions that imply ethics dilemmas about the threshold between the cooperative interchange, on the one hand, and the preservation of sovereignty, on the other, related with what should, or should not, be shared in the cyberspace.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.012 | 0.042 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.007 | 0.011 |
| Science and technology studies | 0.005 | 0.010 |
| Scholarly communication | 0.013 | 0.007 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.007 | 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; a candidate call from one source (direct Gemma or distilled Codex), 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".