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
A body of nearly ninety criminal trials for abortion and infanticide in nineteenth-century Yucatán reveal some contradictory traits. On one hand, the testimony that licensed physicians provided to courts about the nature of the medicines that midwives and boticarios supplied to pregnant Mayan women was surprisingly respectful and supportive of these unlicensed health practitioners. The cases reveal both the ongoing practice of Mayan medicinal and botanical knowledge in obstetrical health at the close of the nineteenth century and, despite public rhetoric to the contrary, individual doctors’ tolerance of, or accommodation to, such practices. On the other hand, the local judges who tried these cases displayed much less accommodation to Mayan defendants, reflecting the pronounced Mayan and non-Mayan social and political tensions that characterized the era of the peninsula’s Caste War.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.008 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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