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Record W2016501421 · doi:10.4000/vertigo.3047

Savoirs et usages des recrus post-agricoles du pays Betsileo : valorisation d'une biodiversité oubliée à Madagascar

2005· article· fr· W2016501421 on OpenAlex
Stéphanie M. Carrière, H. Andrianotahiananahary, N. Ranaivoarivelo, Josoa R. Randriamalala

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueVertigO · 2005
Typearticle
Languagefr
FieldAgricultural and Biological Sciences
TopicAgriculture and Rural Development Research
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical scienceGeographyArt

Abstract

fetched live from OpenAlex

Sur les Hautes-Terres malgaches en bordure ouest du « corridor » forestier qui relie le Parc National de Ranomafana à celui d’Andringitra vivent les populations betsileo. Leur économie, mixte, est essentiellement basée sur la riziculture irriguée de bas-fond mais également en partie sur l’élevage extensif et sur la culture en abattis brûlis qui leur permet de produire du vivrier sur les collines (manioc, patate douce, maïs, haricot…). Dans un contexte international qui semble vouloir mettre l’accent sur le rôle écologique mais aussi social et économique des forêts secondaires, cet article met en valeur les principaux savoirs et usages sur les essences qui s’établissent dans les recrus forestiers post-agricoles de cette région. Ces recrus, ou jachères appelées localement kapoka, sont des lieux de collecte privilégiés et ce à différents niveaux (bois de chauffe et bois d’œuvre, plantes médicinales et rituelles, plantes indicatrices de la saisonnalité mais également de la fertilité du milieu). A travers l’analyse des savoirs et des usages de ces espaces situés entre la rizière et la forêt ainsi que des espèces qui les composent, nous montrons également le lien déterminant et ancestral qui peut exister entre une société de riziculteurs, la forêt et ses arbres.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.455
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.003

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 head0.032
GPT teacher head0.243
Teacher spread0.211 · 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