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(Re) Focus on Local Food Systems through Service Learning

2012· article· en· W2769245216 on OpenAlexafffundabout
Laurie A. Wadsworth, Christine P. Johnson, Colleen Cameron, Marla Gaudet

Bibliographic record

VenueFood Culture & Society · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicService-Learning and Community Engagement
Canadian institutionsSt. Francis Xavier University
FundersJ.W. McConnell Family Foundation
KeywordsFocus (optics)Computer scienceService (business)BusinessMarketingPhysics

Abstract

fetched live from OpenAlex

AbstractRecent nutrition professional discourse has emphasized reintegration of food and society concepts into undergraduate programs currently entrenched in the intricacies of nutritional science. To reintroduce this macro-approach, a community–university partnership was developed to address the strengthening of local food systems to improve community food security. Service learning, an experiential pedagogical technique, allowed students to work with a community agency on a community defined problem and emphasized connection of classroom theory to real-world situations. Two courses integrated service learning opportunities for forty-seven students in eighteen projects that developed awareness-building and advocacy tools for community organizations. Evaluation of these course components included written reflections of the experience, shared learnings in classrooms, instructor reflections and community feedback. A thematic analysis organized these data into empowerment domains for community capacity development. Results indicated that service learning and community–university partnerships can be key tools for enabling empowerment of future nutrition professionals, while integrating food systems into courses.Keywords: service learningempowermentnutrition professional training Additional informationNotes on contributorsLaurie A. WadsworthLaurie A. Wadsworth is an associate professor at the Department of Human Nutrition, St. Francis Xavier University. Her academic work is influenced by over 12 years working in public health in Saskatchewan. Her teaching and professional interests include food systems analysis, global food insecurity, health advocacy for policy development, community health frameworks and qualitative research methods. Laurie's research and professional service aim to inform social and health policy directions and to effect change in education and training of health professionals. Department of Human Nutrition, St. Francis Xavier University, Box 5000, Antigonish, NS, B2G 2W5, Canada (lwadswor@stfx.ca).Christine JohnsonChristine Johnson is an assistant professor at the Department of Human Nutrition, St. Francis Xavier University. She is actively involved in research focused on approaches to addressing food insecurity including mapping food security status, food access and food security assets in the local community. This work has been used to incorporate service learning components into undergraduate honors degree thesis projects. She has also incorporated service learning into course instruction. Department of Human Nutrition, St. Francis Xavier University, Box 5000, Antigonish, NS, B2G 2W5, Canada (cjohnson@stfx.ca).Colleen CameronColleen Cameron has worked internationally as a nurse in clinical, community and emergency relief work. She currently teaches and supervises nursing students in clinical settings and teaches courses in community development and health, gender and development, and gender and health for community development workers from countries of the South. Colleen incorporates service learning in a gender and health course for nursing students, which is cross-listed with women's studies. She has been co-Chair of Voices Antigonish, a volunteer advocacy group for food security, since its inception. Coady International Institute, Box 5000, St. Francis Xavier University, Antigonish, NS, B2G 2W5, Canada (accamero@stfx.ca).Marla GaudetMarla Gaudet currently focuses on management of a community-based, experiential learning program where undergraduate university students from all disciplines have the opportunity to provide service to the community that is directly related to the field of study. Her research activities include investigation of the costs and benefits of service learning to the community, best practices for involving faculty members in service learning, and the use of student leaders to facilitate community-university partnerships. St. Francis Xavier University, Box 5000, Antigonish, NS, B2G 2W5, Canada (mgaudet@stfx.ca).

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.657
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.053
GPT teacher head0.298
Teacher spread0.245 · 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.

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

Citations3
Published2012
Admission routes3
Has abstractyes

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