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
Made from the giant agave plant, pulque is less well-known than Mexico’s other noted beverage, tequila, but during Mexico’s critical nation-building period, 1920-46, this fermented beverage came to be known—both domestically and abroad — as the country’s national drink for both its Aztec roots and quotidian consumption by plebeian communities. However, overlooked were two notable omissions: pulque’s three-hundred-year history as a taxed colonial commodity under Spanish rule (1521-1821), and the domestic controversy over pulque’s “intoxicating” properties, especially amongst indigenous communities. I argue that the nation-building period persuasively constructed pulque as a “type” that represented both the pre-Colonial roots and the valourized everyday elements of the present critical to Mexicanidad. I explore how these essentialized constructions, in excising pulque’s colonial history and in minimizing pulque’s domestic controversy, constituted an invention of tradition.
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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