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Record W7079466678 · doi:10.26108/hq1x-v407

Schooling food: an examination of student food practice at a small rural university in Canada

2020· article· en· W7079466678 on OpenAlexaboutno aff

Bibliographic record

VenueAcadiaU-DEV · 2020
Typearticle
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsnot available
Fundersnot available
KeywordsConstruct (python library)Qualitative researchThematic analysisHabitusSocial capitalFocus groupFood insecurityPractice theorySemi-structured interview

Abstract

fetched live from OpenAlex

This thesis explores student food practices at a rural, largely residential University campus in Eastern Canada answering the research question: what are the social relations of student food practices? Using the meso- level social construct of social practice, as well as life course theory and the concept of place, qualitative research was conducted in 2015 using 12 semi-structured interviews, one focus group, and secondary analysis of qualitative comments from a campus-wide survey on student food insecurity. Results of the thematic qualitative analysis show that student food practices are in transition while at university, shaped by changing macro and micro social relations particular to place, demonstrating an example of what Bourdieu terms a 'habitus in flux.' The results also show that for many students, transitions to adulthood and the reformulation of habitus, are limited by access to economic capital realized in high rates of food insecurity while at university.

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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.267
Threshold uncertainty score0.952

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.027
GPT teacher head0.214
Teacher spread0.187 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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
Published2020
Admission routes1
Has abstractyes

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