From Sonvilier to Canada to Illinois: A Remarkable Swiss Emigration Story
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
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
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.
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 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 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