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Record W4412598083 · doi:10.1080/2201473x.2025.2533617

Unsettling our family history: critical interventions in settler Canadian pasts

2025· article· en· W4412598083 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueSettler Colonial Studies · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsConcordia UniversityKwantlen Polytechnic University
Fundersnot available
KeywordsPsychological interventionHistorySociologyGender studiesAnthropologyEthnologyPsychology

Abstract

fetched live from OpenAlex

This article explores seven generations of our family's participation in settler colonialism at different times and in different places across Canada. The ancestors we focus on came to North America beginning in 1820, and serial waves of immigration from divergent branches of our family tree followed thereafter. For each generation, we investigate our ancestors' arrival on Indigenous lands, the histories of Indigenous presence on and use of those lands, the processes by which our relatives got access to that land, the impacts our ancestors' presence had on Indigenous Nations of those lands and the benefits our family experienced from Indigenous dispossession and settler colonialism. Informed by decolonial critiques and interdisciplinary scholarship on histories of family and colonialism, we piece together these narratives by drawing on archival and genealogical records, settler accounts, family stories and fieldwork. Using our family as a case study, we argue that adopting a critical approach to settler family histories helps challenge the myth of Canadian benevolence, solidifies our understanding of the foundational violence of settler colonialism, and exemplifies the truth–telling that needs to come with settler reconciliation to Indigenous Peoples – a vital first step towards being able to recognize, live within and uphold Indigenous sovereignty.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.894
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.071
GPT teacher head0.362
Teacher spread0.291 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it