Meritocracia neoliberal e capitalismo financeiro: implicações para a proteção social e a saúde
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
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.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.004 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.004 |
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