Bibliographic record
Abstract
The Missing in Karelia Research Project synthezises the various layers of the history of Finnish Canadians and Finnish Americans in Soviet Karelia.By combining the expertise of leading researchers from Canada, Finland, and Russia, working across a wide range of economic, political, social, and cultural perspectives, and with materials culled from the unique archives of each of the partner countries, the project contributes to a better understanding of the approximately six thousand to seven thousand Finnish-American and Finnish-Canadian migrants who left North America to build the workers' paradise.The project confronts a new set of research questions and takes a multidimensional look at the topic, including the study of the history of American Finns not only from the perspective of North America, but also from the Soviet Union, as well as from the points of view of other agents with varying motives in both countries.The project utilizes a wide range of archival holdings in Russia, Canada, and Finland that have never before been used at the same time in one research project.This offers a splendid opportunity for the project to analyze the topic in a balanced and innovative way.The project also provides an inspiring environment for its researchers to contribute to a wider discourse in presenting new research results in both academic and public forums.In addition to supporting the research and writing of scholarly works, the Missing in Karelia Research Project has also worked to help the descendants of the Karelian immigrants.The project's website <http://missinginkarelia.ca/> contains a database of four thousand individuals known to have moved to Karelia from Canada and the United States.All biographical materials and information provided by families and found in archival searches have been posted in the database, and timelines for individuals have been created.For many families, the website and the Missing in Karelia Research Project have brought closure to decades of uncertainty about the fate of long-lost relatives.Likewise, the generosity of many families in sharing letters, photographs, and other documents has made further research advances possible for the team.
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 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 | 0.000 |
| 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) | 0.002 | 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".