Bibliographic record
Abstract
The monograph ('Following the Canadian Dream: Towards a History of Slovenian Migration') by historian Urška Strle focuses on the migrations of Slovene men and women to Canada from the mid-19th century onward. The topic has not been the subject of many historiographical treatises although “the Slovenian diasporic community in Canada is lacking neither in terms of number nor traces left behind on Canadian society”, as put by the author herself. In its exposition, the book offers various historiographical, methodological and epistemological insights the author formed during her long tenure studying the topic at hand. The main part, however, focuses on a historiographical reconstruction of the migration processes. Such a focus allows a view on Canadian society, part of which Slovenian immigrants both became and shaped. The historiographical picture of Slovenian immigration to Canada is thus a contribution to the immigration history of Canada itself, which has never been the subject of a comprehensive study by the Slovenian historiography. Likewise, the book is also a contribution to Slovenian history due to the strong cultural, social, economic and political ties to their motherland kept by Slovenian Canadians.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.024 | 0.007 |
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".