Bibliographic record
Abstract
Sebastião nascimentoAo longo de sua carreira, foi professor em Viena, Frankfurt, Berlim, Paris e, após ter recebido o Prêmio Theodor Heuss, por conta de seus esforços na internacionalização do panorama acadêmico alemão e por seu papel destacado na condução de pesquisas relacionadas com a tradição da teoria crítica e da teoria democrática, passou a ser também professor da New School for Social Research da Universidade de Nova York.De sua autoria, foi publicado recentemente o livro Solidarity (2005).Sendo um dos intelectuais alemães mais prolíficos e reconhecidos na atualidade, sua presença no XXX Encontro Anual da Anpocs representou uma oportunidade singular para enriquecer o debate que se deu em grande número de grupos temáticos e mesas redondas, procurando avaliar os avanços recentes da pesquisa social realizada nas últimas décadas sobre temas relacionados com avanços e recuos nos processos de integração econômica e política nos continentes europeu e sul-americano,
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 | 0.005 | 0.012 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.058 | 0.007 |
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".