Review of <i>Inside the Ark: The Hutterites in Canada and theUnited States</i> by Yossi Katz and John Lehr
Bibliographic record
Abstract
Geographers Yossi Katz and John Lehr's new book on the Hutterites provides an in-depth analysis of the social life of one of the four branches of the Hutterite Church in North America, the Group 2 Schmiedeleut. In many ways it is also an informative introduction to Hutterite life in general. Katz and Lehr provide detailed explanations of virtually every aspect of Hutterite life in the province of Manitoba. This includes social and political organization at the colony and intercolony levels, religious and cultural traditions, the impact of space and how it is employed (with helpful charts and images), as well as economic structures and developments. There are also discussions about how Hutterites use leisure time and about relationships with non-Hutterites. One chapter is devoted entirely to Hutterite women. The book also deals with the "runaway" phenomenon as well as the impact of globalization and other social and economic changes on colony life and operations.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.009 | 0.028 |
| Science and technology studies | 0.005 | 0.005 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".