The use of the metallic saw in urban historical contexts. Analysis of test pit I in the Pedro Molina District, Guaymallén, Mendoza province
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 bone analysis allowed to contrast favorably the use of the saw in an archaeological context around in Mendoza City wich functioned during the last quarter of the nineteenth century and the early twentieth century. The marks are mostly found to the Bos taurus species, in a typical discarding garbage urban context of this time. with a few species and represented mostly domestic animals introduced from Europe. The use of mechanical saw represents a major change in the final stretch of cattle managing, facilitating their subsequent distribution through the market. The sequence of deposition shows their use for a bounded period of time. The place digged is representative of the urban boundary –in late colonial and independent times- and the transition to the process of increasing urbanization occurred in the twentieth century, which was occupying an area of old farms.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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