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Record W1865292614 · doi:10.7202/010312ar

Projet d’étude des stratégies de reproduction des populations sahéliennes à partir de l’enquête « Dynamique migratoire, insertion urbaine et environnement au Burkina Faso »

2004· article· fr· W1865292614 on OpenAlex

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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueCahiers québécois de démographie · 2004
Typearticle
Languagefr
FieldAgricultural and Biological Sciences
TopicAgriculture and Rural Development Research
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical scienceGeographyArt

Abstract

fetched live from OpenAlex

Cette note présente l'enquête nationale « Dynamique migratoire, insertion urbaine et environnement au Burkina Faso », réalisée conjointement en 2000-2001 par le Département de démographie de l'Université de Montréal, le CERPOD et l'UERD dans le cadre du Programme population et développement au Sahel. Cette enquête vise une meilleure compréhension des stratégies de reproduction que mettent en oeuvre les populations du Burkina Faso. Une première partie situe l'enquête sur le plan théorique en illustrant les différentes facettes du concept de stratégie de reproduction à l'aide d'exemples tirés de travaux portant sur le Burkina Faso. La seconde partie présente les objectifs et le plan de sondage de l'enquête et décrit l'information collectée à chacun des niveaux d'analyse : individu, ménage, communauté, région et pays. Pour chaque niveau, nous insistons sur les défis de la collecte, les innovations de notre enquête et son potentiel en matière d'analyse, en soulignant certaines hypothèses importantes que nous comptons tester.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.327
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0020.003
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.019
GPT teacher head0.244
Teacher spread0.225 · 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