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Record W7065818948

EXAMINING FOOD PRESERVATION PARTICIPATION WITHIN INDIGENOUS AND LOCAL FOOD SYSTEMS ON CANADA'S WEST COAST

2022· dissertation· en· W7065818948 on OpenAlexfundaboutno aff

Bibliographic record

VenueUniversity Library (University of Saskatchewan) · 2022
Typedissertation
Languageen
FieldEngineering
TopicOptical Polarization and Ellipsometry
Canadian institutionsnot available
FundersClayoquot Biosphere Trust
KeywordsIndigenousFood systemsLivelihoodConceptualizationCitizen journalismParticipatory action researchTraditional knowledgeEntitlement (fair division)ProvisioningQualitative research
DOInot available

Abstract

fetched live from OpenAlex

Research and policy attention in Canada's food-insecure rural and remote areas has focused on the country’s north, with less known about the challenges that affect remote southern coastal regions. Similarly, programs to improve local food provisioning among adults and youth tend to prioritize food procurement and nutritional education over food preservation, despite the importance of food preservation competencies for maintaining year-round access to seasonal food from Indigenous and local food systems (ILFSs). Research is needed to better understand how diverse residents of coastal communities can benefit from establishing food preservation practices. This dissertation examines food preservation participation in the Clayoquot Sound Biosphere Region on Canada's west coast, using a qualitative research design informed by community based participatory research and Indigenous research practices and principles. Participatory workshops were used to deliver food preservation training. Data were gathered using semi-structured interviews, written evaluations of the workshops, and document analysis. The findings are reported across three interconnected papers. The first paper presents a joint conceptualization of ILFSs that acknowledges the existence of shared food practices between Indigenous and non-Indigenous people in localized food systems. This contrasts with dominant conceptualizations that consider Indigenous food systems and local food systems separately, regardless of contexts. The second paper uses a social practice framework to show that programs that support food preservation competency building, materials provisioning, and continuous participation allow people to make meaning out of such engagement, which is critical for establishing food preservation practice in a community. The third paper focuses on the role of youth in ILFSs, showing that young people need to be involved in co-designing food preservation programs if such initiatives are to meet their needs and interests. These findings demonstrate that the value of jointly conceptualizing ILFS lies in identifying shared food practices in regions where Indigenous and settler populations co-exist, which research and policy can prioritize to improve food security. They also show the power of a social practice framework to support participant-focused assessment of local food preservation programs. Additionally, the findings show that food preservation programs can help youth build food knowledge to improve their food security and support their communities' food sovereignty

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)0.002
metaresearch head score (Gemma)0.003
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 score0.083
Threshold uncertainty score0.600

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0190.008
Scholarly communication0.0050.001
Open science0.0020.004
Research integrity0.0010.001
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 head0.010
GPT teacher head0.159
Teacher spread0.149 · 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 routes2
Has abstractyes

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