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Record W4391112276 · doi:10.1051/cagri/2023026

Étude de la dynamique des jardins partagés d’autoproduction de la ville de Québec. Une approche des systèmes agri-urbains

2024· article· fr· W4391112276 on OpenAlexaffabout
Riadh Mestiri, Étienne Berthold

Bibliographic record

VenueCahiers Agricultures · 2024
Typearticle
Languagefr
FieldAgricultural and Biological Sciences
TopicUrban Agriculture and Sustainability
Canadian institutionsUniversité LavalCentre de Géomatique du Québec
Fundersnot available
KeywordsHumanitiesArtPolitical scienceGeography

Abstract

fetched live from OpenAlex

Cette étude applique l’approche des systèmes agri-urbains pour faire état d’une dynamique d’une forme d’agriculture urbaine, en prenant le cas des jardins partagés d’autoproduction (JPA) de la ville de Québec au Canada. L’analyse repose sur des entrevues et une revue de littérature grise, aboutissant à une typologie des JPA basée sur quatre dimensions spécifiques et une cartographie des sites. Deux périodes clés émergent dans le développement des JPA à Québec : la première, des années 1970 à 2010, est caractérisée par l’émergence de l’agriculture urbaine et la prédominance des jardins communautaires en pleine terre. La deuxième période, dans les années 2010, est marquée par une forte croissance des JPA, en particulier des « aménagements comestibles » (aménagements paysagers à vocation comestible), et une reconnaissance accrue de la multifonctionnalité de l’agriculture urbaine. Les organismes communautaires et associatifs jouent un rôle central dans cette croissance et la dynamique générale des JPA.

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)0.001
metaresearch head score (Gemma)0.002
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: Empirical
Teacher disagreement score0.039
Threshold uncertainty score0.187

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0020.001
Scholarly communication0.0030.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0080.001

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 head0.006
GPT teacher head0.219
Teacher spread0.212 · 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
Published2024
Admission routes2
Has abstractyes

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