Religious differentation in Spanish Lookout
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 article addresses the religious and entrepreneurial differentiation within Spanish Lookout, a Mennonite community in the Cayo district in Belize, Central America.In spite of the fact that most Mennonites live more or less on the edge of society, they have been able to establish a strong and stable economic position within Belize, although the different communities show a clear variation when it comes to social as well as in economic activities.Since their migration from Mexico to Belize in 1958, the Mennonites of Spanish Lookout, one of the modern communities, have developed a more differentiated economical system with commercial agriculture and agribusiness.The Mennonites maintain a remarkable transnational network, which consists of Mennonite communities and organizations in countries like Canada, the United States of America, and Mexico.These networks introduce innovations on different levels: from modern or better machines, to religious and social changes.The influences from Mennonites outside Belize on the social-economic system of the Spanish Lookout Mennonites, along with the developments within the community, will be the main focus of this article.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.001 |
| 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