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Record W4311681330 · doi:10.22215/etd/2022-15244

Writing our Wrongs: 'Justness', Accountability, and Transparency in Provincial Child Death Inquiries in the Context of Neoliberal Settler Colonialism

2022· dissertation· en· W4311681330 on OpenAlexafffundabout
Miranda Leibel

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsCarleton University
FundersSocial Sciences and Humanities Research Council of CanadaUniversity of Lethbridge
KeywordsPoliticsPolitical scienceIndigenousSociologyTreaty of WaitangiPublic administrationLawPolitical economyTreaty

Abstract

fetched live from OpenAlex

This dissertation examines the child death inquiry as a performative ritual of liberaldemocratic governance in the contexts of ongoing settler colonialism and the implementation of New Public Management in Canadian public policy.I ask: what is the performative work of public inquiries in constituting political relationships in contemporary Canada?I situate the child death inquiry as a particular form of public inquiry shaped by settler affective responses to Indigenous child deaths and assembled by contradictory logics that emphasize the universal generalizability of Indigenous loss, while articulating a specific and targeted anger with liberal, democratic governments, who ought to be accountable to their taxpaying-settler-publics.I trace the movement of figures as they are re/produced in the inquiry process: the 'Indigenous Public Child', the taxpayer-citizen and the benevolent settler public, and the ir/responsible government.I then consider how these relationships are produced, contested, and reaffirmed, as well as what kinds of impacts, concerns, and possibilities exist in the political spaces and relationships produced.I demonstrate how the dispositif of the child death inquiry moves from organizing hegemonic forms of visibility (through mainstream media), structuring the vocabulary of problematization (through legislative debate), establishing normative 'solutions' (through public reports), and articulating 'progress'(through policy commitments).The shift to private-sector-infused managerialism as a proposed solution to the contradictions of settler colonialism reflects a transformation from justice (as a political demand) to justness (as a technocratic form of 'resolution' and a commitment to continuous self-improvement).

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.018
metaresearch head score (Gemma)0.033
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.151
Threshold uncertainty score0.547

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.033
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0390.081
Scholarly communication0.0200.006
Open science0.0020.009
Research integrity0.0030.008
Insufficient payload (model declined to judge)0.0030.000

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 head0.021
GPT teacher head0.345
Teacher spread0.324 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2022
Admission routes3
Has abstractyes

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