Ética e mínimos sociais - Sujeito de direito e rendimento social de inserção
Bibliographic record
Abstract
The present paper is a reflection on the performance of the assurance measures implemented in Portugal, as universal social right in 1997 (Guaranteed Minimum Income), and the moral philosophy that supported his amendment in 2003, becoming the Social Insertion Income. Finding us today, in a new political, social and economic context which is expected to introduce further changes in the social minimum guarantees, it is important to maintain the diversity of an analytical view on a measure that was a recommendation of the European Union in the early 90 of the twentieth century that has been the focus of attention and public discussion, leading to very different and controversial opinions - even among social workers as heavily involved professionals in its application. The discussion is based, above all, on the thought of Paul Ricoeur (1995) and his notion of ethics: the pursuit of happy life for and with others, within just institutions.
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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 | 0.007 | 0.016 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.007 | 0.013 |
| Scholarly communication | 0.011 | 0.004 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.008 | 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".