¿Refundación del capitalismo?: última fase de expansión del capital, receso de las políticas sociales
Bibliographic record
Abstract
A crise financeira mundial e a ultima fase da expansao capitalista. Isso tem permitido uma erosao do consenso basico sobre os direitos sociais e o bem-estar, reduzindo o tamanho e o papel do Estado atraves da implementacao de um contexto desregulamentado e irracional. O Estado pode adoptar uma posicao de continuar por este caminho, criando mais desigualdade e concentracao de poder ou de intervencao, restringindo, reequilibrio e racionalizacao da economia de mercado atraves de politicas e direitos sociais.La crisis financiera mundial es la ultima fase de expansion del capitalismo. La misma ha posibilitado una erosion de los consensos b:isicos sobre derechos sociales y bienestar social, reduciendo el tamano y papel de los Estados mediante la implantacion de un panorama mas desregularizado e irracional. La postura de Ios Estados podra ser continuar por este camino, creando mas desigualdad y concentracion del poder o intervenir, refrenando, reequilibrando y racionalizando la economia de mercado mediante politicas y derechos sociales. Palavras-chave/ Palabras-claveCapitalismo, Politica Social, Crise Financeira, desregulamentacao.Capitalismo, Politica Social, Crisis Financiera, desregulacion
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.009 |
| Scholarly communication | 0.011 | 0.007 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.007 | 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".