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Record W7048546789

Let us not drift: Indigenous justice in an age of reconciliation

2021· dissertation· en· W7048546789 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueUVic’s Research and Learning Repository (University of Victoria) · 2021
Typedissertation
Languageen
FieldEngineering
TopicPhotocathodes and Microchannel Plates
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousEconomic JusticeCommissionTransitional justiceColonialismInclusion (mineral)Experiential learningState (computer science)Narrative
DOInot available

Abstract

fetched live from OpenAlex

At the turn of the 21st century, truth commissions arose as a new possibility to address the violence and trauma of removing Indigenous children from their families and nations in what is now known as North America. The creation of two truth and reconciliation commissions in Canada and Maine marked an important step in addressing Indigenous demands for justice and the end of harm, alongside Indigenous calls for truth-telling. Holding Indigenous conceptions of justice at its core, this dissertation offers a comparative tracing of the work of the Truth and Reconciliation Commission of Canada (2009-2015) and the Maine Wabanaki-State Child Welfare Truth and Reconciliation Commission (2013-2015) as they investigated state practices of removing Indigenous children from their homes and nations. More specifically, this dissertation examines the ways these truth commissions have intersected with Indigenous stories and how Indigenous stories can inform how we understand the work of truth and reconciliation commissions as they move to provide a form of justice for our communities. Within both commission processes, stories of Indigenous experiences in residential schools and the child welfare system were drawn from the perceived margins of settler colonial society in an effort to move towards truth, healing, reconciliation and justice. Despite this attempted inclusion of stories of Indigenous life experiences, I argue that deeply listening to Indigenous stories ¬¬in their various forms—life/ experiential stories, and traditional stories—illuminates the ways that the practice of reconciliation has become disconnected from Indigenous understandings of justice. As such, I argue that listening to Indigenous stories, not just hearing the words but instead taking them to heart, engaging with them and allowing them to guide us, moves toward more informed understandings of what justice looks like for Indigenous communities.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.643
Threshold uncertainty score0.910

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.023
GPT teacher head0.264
Teacher spread0.241 · 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