O processo de esvaziamento industrial em São Gonçalo no século XX: auge e declínio da “Manchester Fluminense”
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
<doi>10.12957/cdf.2014.11532 O artigo tem por objetivo descrever o processo de esvaziamento industrial do Município de São Gonçalo, localizado na Região Metropolitana do Estado do Rio de Janeiro. Outrora um dos mais importantes parques industriais do Estado – tendo recebido a alcunha de “Manchester Fluminense” – o processo de industrialização, construído de forma “espontânea” pelo setor privado, não teve fôlego e já na década de 1970 começaram a aparecer os primeiros sinais de sua decadência industrial. Entre as causas apontadas, a mais importante parece ter sido a negligência da ação estatal no município, nas três esferas, seja pela precariedade da infraestrutura, seja pela escolha de outras regiões fluminenses para abrigar investimentos estatais de maior fôlego, deslocando para essas regiões o dinamismo industrial do Estado.
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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.005 |
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