Perfil etnodemográfico de la Audiencia de Guatemala
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
Este estudio es una breve historia de la evolución poblacional de la Audiencia de Guatemala desde las vísperas de la Conquista hasta principios del siglo XIX. Como consecuencia de las investigaciones históricas de décadas recientes, los autores se enfocan principalmente en la población indígena, su tamaño antes de la Conquista, su disminución y su lenta recuperación en el norte y occidente de Centroamérica. Otros temas discutidos son la migración voluntaria de españoles y la migración forzada de africanos a la región, así como la interrelación de estos dos grupos con la población indígena, especialmente el impacto de mestizaje y la génesis de las castas, incluyendo la ladina. Quizá, el tema más notable sea el sorprendente impacto socioeconómico y demográfico de la población de ascendencia africana en la Audiencia de Guatemala.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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