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
This paper analyses the imagery on two different Zapotec ceramic forms: an open-ended cylinder and an effigy vessel, both from the Royal Ontario Museum in Toronto. In this study, I propose that the figures on these objects represent impersonators of the Zapotec storm god Cocijo. The impersonators would probably have been rulers playing the role of this god and are carrying out a ritual associated with the agricultural cycle of corn. A comparative method that combines historical archaeology, ethnography, and iconographic analysis reveals clues to the function and significance of the vessels. The study leads to the conjecture that these objects were used in connection with blood offerings during corn-harvest rituals. These conclusions address the nature of ancient Zapotec religion and cosmology and provide evidence that the Zapotec performed rain and fertility rituals associated with the corn harvest similar to those of other cultural groups in Mesoamerica.
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 | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.065 | 0.002 |
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