EMPREENDEDORES DE SI: JOVENS E ADULTOS FRENTE À NOVA RAZÃO DO MUNDO
Bibliographic record
Abstract
Este texto é resultado de estudo integrado entre a disciplina Seminário Especial O Magistério Público da Educação Básica: entre as políticas de valorização e a responsabilização pelos resultados educacionais, ministrada pelos professores, Jéferson Silveira Dantas e Marcos Edgar Bassi, do Programa de Pós-Graduação em Educação e a disciplina de Educação de Jovens e Adultos do Curso de Graduação em Pedagogia da Universidade Federal de Santa Catarina ministrada pela Profa. Dra. Maria Hermínia Lages Laffin. Objetiva materializar as reflexões feitas acerca das novas condições de sociabilidade e da produção da existência de jovens e adultos trabalhadores. O estudo possui caráter bibliográfico e fundamentam-se, prioritariamente, na obra dos autores Pierre Dardot e Christian Laval, intitulada A Nova Razão do Mundo: ensaio sobre a sociedade neoliberal e livros de outros estudiosos como Paulo Freire, David Harvey e Moacir Gadotti, que aprofundam as problemáticas das dinâmicas e complexidades do mundo trabalho nas últimas décadas.
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.
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 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.009 | 0.008 |
| Scholarly communication | 0.007 | 0.006 |
| Open science | 0.001 | 0.006 |
| 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".