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Record W2110173782 · doi:10.7202/006919ar

La sécurité alimentaire à l’agenda politique québécois1

2003· article· fr· W2110173782 on OpenAlexaffvenueabout
Anne-Marie Hamelin, Nathalie Bolduc

Bibliographic record

VenueService social · 2003
Typearticle
Languagefr
FieldHealth Professions
TopicFood Security and Health in Diverse Populations
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Au printemps 2001, la lutte contre la pauvreté et l’exclusion sociale figure au titre des défis majeurs du Québec dans la poursuite de son développement social et économique. Le Discours sur le budget en fait foi : 815 millions de dollars sont alors consentis sur trois ans à cette lutte, dont 100 millions en vue d’investissements structurants devant favoriser l’émergence de nouvelles initiatives de solidarité sociale. Dans cette foulée, une somme de 10 millions était octroyée pour la mise en oeuvre de projets de sécurité alimentaire visant à améliorer l’autonomie des familles. Les auteures voient dans cette mesure, même modeste, une ouverture significative à l’égard de la sécurité alimentaire. Qui plus est, ce thème s’inscrit en 2002 dans la loi visant à lutter contre la pauvreté et l’exclusion sociale. Les auteures proposent comme explication à cette ouverture un « effet de contagion » qui a pu se réaliser pleinement par l’action convergente de trois courants – celui des problèmes, celui des solutions et celui de la politique – et des acteurs qui y ont pris part.

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 score0.072
Threshold uncertainty score0.486

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0110.006
Scholarly communication0.0080.003
Open science0.0010.003
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0300.002

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 head0.146
GPT teacher head0.449
Teacher spread0.302 · 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

Citations7
Published2003
Admission routes3
Has abstractyes

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