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Record W287521523 · doi:10.14288/cjne.v25i1.195902

Exploring Multiple Serendipitous Experiences in a First Nations Setting as the Impetus for Meaningful Literacy Development

2021· article· en· W287521523 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 and Place-Based Education
Canadian institutionsnot available
Fundersnot available
KeywordsLiteracySociologyPedagogyPolitical scienceEconomic growthEconomics

Abstract

fetched live from OpenAlex

Based on a series of seemingly serendipitous experiences that occurred for the author, this article argues that such experiences can become events with meaning and provide the impetus for further learning (Dewey, 1925) if the learner develops a reflective practice and recognizes the role and relevance o f learning from experience. As a result of these incidences, van der Wey examines the pedagogical implications for classroom practice. Beginning with a narrative of her experiences on the grounds of the former Kamloops Indian Residential School in British Columbia, the article then details van der Wey's classroom research using qualitative methodology (journal entries, par­ticipant observation, and a focus group interview) involving parents and students that evolved as a result of those experiences. She adds a cautionary note that although experience may well be the foundation of learning, it does not in itself lead to it; there must be active critical engagement with it. The author closes with her argument for the teaching of sensitive First Nations issues in a non-Native classroom and lays out important considerations if a teacher wishes to undertake a similar practice.

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 categoriesScience and technology studies, Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.608
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0190.000
Scholarly communication0.0020.001
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 head0.077
GPT teacher head0.335
Teacher spread0.258 · 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