Meritocracia neoliberal e capitalismo financeiro: implicações para a proteção social e a saúde
Bibliographic record
Abstract
There is inherent tension between the idea of health as a social right and of health as a private good. From the latter perspective, healthcare provision is brought closer to the logic of ownership, where access depends on ability to pay. The prioritization of markets (over governments), economic incentives (over social or cultural norms), and entrepreneurship (over collective or community action), one of the hallmarks of neoliberalism, constitutes a project to dismantle the welfare state, defined as a set of policy mechanisms designed to meet collective needs. This article examines the above process and its consequences for social protection and health by reflecting upon two phenomena that threaten the principle of health as a social right: neoliberal ideas and policies; and financial capitalism. We argue that the common good must be defended or insulated from the negative effects of financial capitalism and from the erosion and fragmentation of public institutions and social protection systems caused by neoliberalism.
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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 | 0.013 | 0.015 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.005 | 0.048 |
| Scholarly communication | 0.010 | 0.006 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".