From Sonvilier to Canada to Illinois: A Remarkable Swiss Emigration Story
Bibliographic record
Abstract
Author and genealogist Laurence Overmire stated, “History remembers only the celebrated, genealogy remembers them all.”1 His words resonate as we consider the 1821 Swiss emigration to the Red River Settlement (in today’s Manitoba, Canada) followed by their subsequent emigration to the Galena, Illinois, area. Three recently published books on the history of Galena’s earliest days as a city2 make no mention of the Swiss Red River families as early pioneers.3 A fourth book,4 Le Canada et les Suisses by E. H. Bovay, also relatively recently written, tells a different story. Genealogical research about one’s ancestors and an examination of related historical resources can help us better understand our past and who we are as a people. This article will focus upon Swiss-born Émilie Brandt and Abram Marchand’s journeys as two of the earliest pioneers of the Galena, Illinois, area.5
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.038 | 0.009 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.006 | 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 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".