Exploring Canadian Identity, Citizenship, and Heritage Since World War I
Bibliographic record
Abstract
SPECIFIC EXPECTATIONS EXPLORED: B 2.2Analyze, with reference to specific events or issues, the significance of Canada's participation in international relations between 1914 and 1929 B 3.1 Explain how some individuals, groups, and/ or organizations contributed to Canadian society and politics during this period and to the development identity, citizenship, and/or heritage in Canada C3.2 Analyze responses of Canada and Canadians to some major international events and/or developments that occurred during this period (e.g., the Red Scare; the Holodomor; the Spanish Civil War; the Nanking Massacre; aggression by fascist Italy, Nazi Germany, and/or imperial Japan; the Holocaust; the Manhattan Project), and assess the significance of these responses, including their significance for Canadian identity and heritage D3.3 Explain how some significant events, developments, and/or issues that affected First Nations, Inuit and/or Metis people in Canada during this period (e.g., forced relocation of some Inuit communities; the recognition in the constitution of existing Aboriginal and treaty rights; the continuing operation of residential schools;), and assess the impact of these developments on identity, citizenship, and/or heritage in Canada.E3.2 Explain ways in which various individuals, groups, organizations, and/or events have contributed to the arts and popular culture in Canada since 1982.ABSTRACT: Explain how various individuals, organizations, and specific social changes between 1914 and 1982 contributed to the development of identity, citizenship, and heritage in Canada; Lessons included: The Battle of Vimy Ridge and its contribution to the narrative of Canada's national identity; The Residential School System in Canada from different perspectives; The Holocaust and the St. Louis Voyage and Canada Through the Lens of Popular Culture; Accomplishments: understand turning points and developments that contributed to the progress of Canada's Military success, work with primary and secondary evidence to grasp a fuller picture of Canadian Residential Schools, read different personal stories to understand how different people were treated during the Holocaust and explore why popular culture is important to the global perception of Canada and how Canada is represented in popular culture.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.008 |
| Science and technology studies | 0.026 | 0.004 |
| Scholarly communication | 0.007 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 0.001 |
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".