O Brasil e a proliferação de submarinos de propulsão nuclear
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
Brazil’s negotiations with the International Atomic Energy Agency to draw up safeguards for the development of a conventionally armed nuclear-powered submarine will, according to several analysts, set a precedent that will lead to a proliferation of non-nuclear-weapon states conducting such programmes, initiatives that the nuclear-weapon states have opposed on the grounds of the risk of surreptitious manufacture of nuclear weapons. Therefore, this possible proliferation motivated this research, the aim of which was to analyse the states seeking these naval means, focusing on their strategic motivation, their political context, their possible compatibility with the Nuclear Non-Proliferation Regime and the presumed possibilities for the use of Brazilian practice that will result from the ongoing negotiations. The analysis found that the obstacles arising from the high cost, technical complexity, lack of will or internal political definition (Japan, Argentina and Canada) and international pressures due to commitments made (South Korea and Iran) lead to the conclusion that the number of suitors may increase, but not characterising proliferation, and only Brazil and Australia can conduct such programmes in the medium term, with Brazil not being hampered by commitments made, because it has legitimised its programme in all those it has signed, from the outset.
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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 | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.002 |
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