“The trauma experienced by generations past having an effect in their descendants”: Narrative and historical trauma among Inuit in Nunavut, Canada
Bibliographic record
Abstract
"Sivulirijat aksururnaqtukkuurnikugijangat aktuiniqaqsimaninga kinguvaanginnut" translates as "the trauma experienced by generations past having an effect in their descendants." The legacy of the history of colonialism is starting to take narrative shape as Inuit give voice to the past and its manifestations in the present through public commissions such as the federal Truth and Reconciliation Commission and the Inuit-led Qikiqtani Truth Commission. However, an examination of other discursive contexts reveals a collective narrative of the colonial past that is at times silent, incomplete or seemingly inconsistent. Reading the political narrative through the Nunavut Land Claims Agreement, and the proceedings of the Legislative Assembly of Nunavut since its formation on April 1, 1999, exposes an almost complete silence about this history. Oral histories, an important form for the preservation and transmission of traditional cultural knowledge, do narrate aspects of this experience of contact, but in accounts that can appear highly individual, fragmented, even contradictory. In contrast, one domain that does seem to register and engage with the impacts of this history of colonialism is Inuit art, specifically visual art and film. In some cases these artistic narratives pre-date the historical trauma narratives of the commissions, which began with the Royal Commission on Aboriginal Peoples (RCAP) in the mid-1990s. This paper examines these narrative alternatives for recounting historic trauma in Nunavut, while also considering the implications of understanding historical trauma as narrative.
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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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.052 | 0.019 |
| Scholarly communication | 0.010 | 0.004 |
| Open science | 0.004 | 0.009 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.004 | 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".