MétaCan
Menu
Back to cohort
Record W2886451929 · doi:10.4000/vertigo.20165

Pastoralisme et politiques développementalistes : états de lieux sur les systèmes de tenure foncière pastorale en Afrique Subsaharienne

2018· article· fr· W2886451929 on OpenAlexvenueno aff
Habibou Ibrahim, Marc Mormont, Pierre M Stassart, Boubacar Yamba

Bibliographic record

VenueVertigO · 2018
Typearticle
Languagefr
FieldEnvironmental Science
TopicRangeland Management and Livestock Ecology
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceHumanitiesPhilosophy

Abstract

fetched live from OpenAlex

Cette revue bibliographique met en évidence les politiques d’élevage qui affectent le pastoralisme sahélien et ses impacts de réformes institutionnelles et foncières. Le point central est constitué par les systèmes de tenure foncière pastorale qui ont été profondément affectés par ces politiques pastorales qui, avec l’accroissement démographique et les crises écologiques, contribuent à la destruction des moyens d’existence des communautés pastorales. Ce que montre aussi l’inventaire des connaissances, c’est que la gestion durable des espaces pastoraux nécessite la prise en compte de la pluralité des acteurs, de leurs stratégies et de leurs capacités d’adaptation des systèmes aux contextes institutionnel et écologique changeants. Ce travail consiste en une synthèse des recherches sur ces politiques et enjeux fonciers (Goxe et al., 2006). Cette synthèse permet d’élucider les goulots d’étranglement des systèmes pastoraux mobiles pour questionner les représentations du pastoralisme aux regards des réalités nouvelles et des défis actuels des territoires pastoraux.

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)0.003
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.082
Threshold uncertainty score0.163

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0070.014
Science and technology studies0.0030.006
Scholarly communication0.0070.006
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0110.001

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 head0.018
GPT teacher head0.257
Teacher spread0.239 · 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 designObservational
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
Published2018
Admission routes1
Has abstractyes

Explore more

Same venueVertigOSame topicRangeland Management and Livestock EcologyFrench-language works237,207