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Record W7037013208

'Crafting' Curricula and Pedagogies Examining Efforts to De-center Sheridan College's Furniture Studio Through Indigenous Community Engagement

2024· other· en· W7037013208 on OpenAlexaff

Bibliographic record

VenueOCAD University Open Research Repository (OCAD University) · 2024
Typeother
Languageen
FieldEnvironmental Science
TopicFreshwater macroinvertebrate diversity and ecology
Canadian institutionsPublic Health Ontario
Fundersnot available
KeywordsIndigenousCurriculumCraftCommunity engagementTraditional knowledgeTransformative learningIndigenous educationFocus groupParticipatory action researchExperiential learning
DOInot available

Abstract

fetched live from OpenAlex

This Major Research Project (MRP) investigates the efforts to de-center the curricula and pedagogies of Sheridan College’s Furniture Studio by meaningfully engaging with Indigenous communities. The research focuses on two community engagement projects where third-year Furniture students engaged with members of Thunder Bay’s Indigenous community to co-create furniture for the Indigenous Knowledge Centres of two branches of the Thunder Bay Public Library. Using qualitative ethnographic research methods, including questionnaires, a semi-structured interview, and focus groups, this study examines how these projects impacted both Indigenous participants and student participants involved in the two projects. The outcome of the study finds significant benefits which include an increased awareness and appreciation of Indigenous culture and knowledge among students, and a strong sense of ownership and pride among Indigenous participants. Challenges identified include the need for preparatory intercultural competency training for students, greater management of power imbalances, extended project timelines to facilitate deeper relationship building, and the need for further benefits to the Indigenous community. This research aims to contribute to the discourse on decolonizing craft and design education and promote an inclusive design framework by showcasing practical applications of these principles. It underscores the transformative potential of integrating Indigenous knowledge into educational practices and offers recommendations for future projects to further these efforts towards equity and inclusion.

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)0.004
metaresearch head score (Gemma)0.005
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 score0.993
Threshold uncertainty score0.033

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.004
Scholarly communication0.0040.002
Open science0.0010.007
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0050.001

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 head0.111
GPT teacher head0.310
Teacher spread0.199 · 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
Published2024
Admission routes1
Has abstractyes

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