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Record W2512103986 · doi:10.32920/24084441.v1

Working together: Civil Society Working for Food Security in Canada

2023· preprint· en· W2512103986 on OpenAlexfundaboutno aff
Mustafa Koç, Rod MacRae

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldHealth Professions
TopicFood Security and Health in Diverse Populations
Canadian institutionsnot available
FundersConsortium of International Agricultural Research CentersUniversity of TorontoYork UniversityUniversity of Northern British ColumbiaUniversity of Ottawa
KeywordsFood securityPolitical scienceAction planCivil societyPublic administrationGovernment (linguistics)Economic growthAgricultureManagementPoliticsEconomicsGeographyLaw

Abstract

fetched live from OpenAlex

Working Together: Civil Society Input for Food Security in Canada was held on 15-17 June 2001, at Ryerson Polytechnic University, Toronto. This conference was a first in Canada, bringing together representatives of various civil society organizations and networks from every province and territory to develop strategies for increasing Canada’s commitment to Food Security both domestically and internationally. The conference aimed to: 1. develop a working plan for a civil society based national action plan for food security; 2. assess the contributions of the Canadian government to food security nationally and internationally; 3. make practical policy proposals to provincial and federal governments on achieving the goals of Canada’s Action Plan for Food Security. The conference was designed as an interactive event, where, besides a number of keynote speakers, participants were also involved in question and answer sessions and workshops on designated topics. Four day-long workshops on four key themes included contributions from some keynote speakers as well as active participation of workshop participants. These themes were: · Right to Food and Social Justice. · Sustainable Agriculture and Food Systems. · Community Health and Food Security. · Food Security in Canadian Foreign Policy (Aid and Trade). The proceedings of this conference was compiled by Mustafa Koc and Rod MacRae. We hope that this document will begin a discussion rather than ending it. We see this as a working document to be expanded reflecting our common concerns and the diversity of our special needs. The conference also passed a resolution recommending the formation of a national Canadian Food Security Network. Information on the network can be found at: http://www.ryerson.ca/~foodsec/foodsec/fd.htm The Conference recognizes that food security requires adequate amounts of safe, nutritious, culturally acceptable food be accessible to all in a dignified and affordable manner; that food producers be enabled to earn a fair return on their labour and that food production methods sustain the environment. These basic elements of food security require a fundamentally new direction for Canadian and world food and health promotion systems.

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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.124
Threshold uncertainty score0.898

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0480.006
Scholarly communication0.0110.003
Open science0.0030.008
Research integrity0.0040.007
Insufficient payload (model declined to judge)0.0660.005

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 head0.321
GPT teacher head0.438
Teacher spread0.118 · 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

Citations21
Published2023
Admission routes2
Has abstractyes

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