Uma análise sobre a política de informação para a defesa militar do Brasil: algumas implicações éticas
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
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.
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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.012 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| 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 it