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Record W245171990 · doi:10.14288/cjne.v35i1.196543

Educators' Perspectives about a Public School District's Aboriginal Education Enhancement Agreement in British Columbia

2021· article· en· W245171990 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

VenueOpen Collections · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsGraduation (instrument)SociologyPaternalismHarmPedagogyPublic relationsPolitical scienceLawEngineering

Abstract

fetched live from OpenAlex

Historically, the education of Aboriginal people in Canada has been a paternalistic andcolonial undertaking, causing great harm and loss to Aboriginal peoples and their tra­ditional knowledge(s) and ways of knowing. In attempts to move forward from thelegacy of residential schools in British Columbia, school districts and Aboriginal groupshave begun to forge new partnerships to meet the educational needs of Aboriginal youthin the form of Aboriginal Education Enhancement Agreements (AEEAs). The purposeof this study was to investigate the experiences of educators as they implemented suchan agreement in the Burnaby school district. Our research intended to answer ques­tions regarding the nature of the agreement's impact on the ways in which educatorsof Aboriginal youth worked. In terms of how the members of the Aboriginal EducationSupport Team (AEST) perceived the implementation of the AEEA, our research teamfound two significant and recurring themes. Firstly, notions of success for Aboriginalstudents still relied heavily on Eurocentric measures, such as graduation rates, un­dermining other more holistic notions of success. Secondly, the flow of informationand awareness within the district was perceived to flow well vertically up the districthierarchy, but did not diffuse as prevalently across the district between and withinschools. The study also includes several recommendations to help support the AESTas they continue their important work in continuing to implement the current agree­ment. Finally, potential areas for future research are also suggested.

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 categoriesScience and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.183
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.003
Science and technology studies0.0210.000
Scholarly communication0.0050.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0150.000

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 head0.011
GPT teacher head0.321
Teacher spread0.310 · 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