MétaCan
Menu
Back to cohort
Record W2018844486 · doi:10.7202/031016ar

Ethnic Farmers and the “Outside” World: Mennonites in Manitoba and Nebraska, 1874-1900

2006· article· en· W2018844486 on OpenAlexvenueaboutno aff
Royden Loewen

Bibliographic record

VenueJournal of the Canadian Historical Association · 2006
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsEthnic groupPeasantImmigrationSubsistence agricultureMainstreamHuman settlementGermanAgricultureSettlement (finance)GeographySociologyEconomic growthPolitical scienceBusinessEconomicsAnthropologyArchaeologyLaw

Abstract

fetched live from OpenAlex

Historians have suggested that two types of farmers settled on the Canadian prairie; one was the commercially oriented Anglo-Canadian farmer, the other was the European ethnic group settler bent on transplanting an “Old World” way of life on the periphery of mainstream society. These latter settlements — comprised of Ukrainians, German-Catholics, French-Canadians, Doukhobors, and Mennonites — have been described as isolated “ethnic islands in a Canadian sea”. This essay, however, argues that even the Mennonites or rural, sectarian, immigrant communities were not dependent on geographical isolation or a transplanted subsistence agriculture. It suggests that their aims were to reproduce their ethnic communities with financial resources derived from a judicious interaction with the marketplace and an adaption of agricultural practices to a new physical environment. It counters the impression that, while Anglo-Canadian farmers adapted quickly to the exigencies of their environments, ethnic farmers like the Mennonites transplanted their traditional ways without change. The essay focuses on the experience of a small but representative Mennonite immigrant group, the “Kleine Gemeinde”, who settled in both the East Reserve, Manitoba, and in Jefferson County, Nebraska in 1874. The writings of these farmers and the parallel Canadian and American public record suggest that these ethnic farmers adapted quickly to their new environments. New climates, labour conditions, and markets brought changes to their crop selections, levels of mechanization, and cultivation practices. The East Reserve farms were relatively small, mixed operations but, it is argued, that rather than suggesting a peasant existence, these facts point to rational market choices in a relatively primitive Manitoba economy. Changes that these Mennonite farmers made during their first generation in Canada reflect the development of Manitoba's economy. A comparison of East Reserve with its sister settlement in Nebraska indicates that, between 1874 and 1900, the two communities diverged significantly in their farming practices. That divergence reflected differences in the economy and physiography of Manitoba and Nebraska. More important than cultural predispositions in shaping their agriculture was the Mennonites' willingness to adapt to a new climate and cultivate a sustained relationship with the markets of the “outside world”.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.182
Threshold uncertainty score0.366

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0160.003
Scholarly communication0.0020.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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.

Opus teacher head0.010
GPT teacher head0.208
Teacher spread0.198 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2006
Admission routes2
Has abstractyes

Explore more

Same venueJournal of the Canadian Historical AssociationSame topicCanadian Identity and HistoryFrench-language works237,207