Anabaptist Agriculture: Understanding the Success of Mennonite Farmers in Northern Ontario
Bibliographic record
Abstract
Over the past fifteen years, a significant movement of Anabaptist farmers, particularly Amish and Old Order Mennonites, to northern Ontario has occurred. These farmers have increased access to local food, broadened the productive spectrum of crops and improved food security for many communities. Their economic and social impacts on northern communities has been significant, as has their impact on the broader farm community. Utilizing traditional agrarian practices with limited modern technology, Anabaptist farmers have significantly broadened the agricultural landscape and challenged prevailing stereotypes of agricultural viability in the north. The success of Anabaptist farmers can be directly linked to the strong sense of community within Mennonite groups, diversified farming activities undertaken within each household and high level of acceptance from northern residents. This presentation will focus on the motivations of Anabaptist farmers who moved to northern Ontario and the diversification strategies they utilize to ensure success of their farming endeavours.
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How this classification was reachedexpand
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 | 0.001 |
| 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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".