Libertas entre sobrados: contratos de trabalho doméstico em São Paulo na derrocada da escravidão
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
The research assembles the social experiences of slave women, released and free descendants in So Paulo during the last quarter of the nineteenth century, in the social process of transition from slave work to freedom. In order to accomplished our aim, we rummage into the books, subscriptions and free employment contracts, requirements established by Municipal ordinances on "Criadas e Amas de Leite", from 1886. The ensemble of regulations was made in order to formalize the duties and obligations for employers and free employees , in the context of hasty urban growth the advanced process of abolition and the immigration policy that led, to the main city, poor immigrants and unruly people. Migrants from provincial slavery region sand those slaveholders who provided slaves to an interprovincial trafficking, mainly free African born, were employed in the elite and urban middle classes residences. We glimpse the survival strategies from poor and free agents of the housework registered by the police during the final years of the slave regime. Displaced from profitable activities in the context of low economic diversification, formers slaves and free descendants survived from meager gains earned from these socially unskilled services of which the members of the elite and middle classes depended and profited: farmers, foreigners hotel owners, colonels, civil servants, professional, widows and poor remedied.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 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 it