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Record W4315565243 · doi:10.4000/geocarrefour.21053

Pour penser la territorialisation alimentaire, intégrer les inter-territorialités

2022· article· fr· W4315565243 on OpenAlexaff
Fabienne Barataud, Caroline Petit, Josette Garnier, Louise de La Haye Saint Hilaire, Gilles Billen, Camille Noûs

Bibliographic record

VenueGéocarrefour · 2022
Typearticle
Languagefr
FieldSocial Sciences
TopicFrench Urban and Social Studies
Canadian institutionsASTER
Fundersnot available
KeywordsINTPhilosophyHumanitiesArtComputer scienceProgramming language

Abstract

fetched live from OpenAlex

A partir de trois situations contrastées d’un grand quart nord-est de la France, nous questionnons la manière dont la territorialisation agri-alimentaire, en plus de renforcer une certaine reconnexion entre agriculture et alimentation, engage des liens multiples avec des territoires extérieurs plus ou moins proches.En analysant à la fois les dynamiques endogènes aux territoires, les formes d’articulation entre territoires et en envisageant l’enjeu de la reconnexion entre agriculture et alimentation à la fois dans ses dimensions matérielles et cognitives, nous montrons que la territorialisation se fonde sur la création de nouvelles inter-territorialités définies par des logiques et des systèmes de valeurs différents de ceux qui prévalent aujourd’hui.

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)0.002
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.094
Threshold uncertainty score0.187

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0050.008
Scholarly communication0.0060.003
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.001

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 head0.055
GPT teacher head0.292
Teacher spread0.236 · 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 designTheoretical or conceptual
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

Citations1
Published2022
Admission routes1
Has abstractyes

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