MétaCan
Menu
Back to cohort

Fixer des parcours, négocier des décisions

2025· article· fr· W4414486050 on OpenAlexaboutno aff
Valentine Dewulf, Ornella Rovetta

Bibliographic record

VenueRevue d histoire contemporaine de l Afrique · 2025
Typearticle
Languagefr
FieldHealth Professions
TopicHealthcare Systems and Practices
Canadian institutionsnot available
Fundersnot available
KeywordsCommissionColonial periodColonialismContext (archaeology)

Abstract

fetched live from OpenAlex

Dès la fin du xixe siècle, les administrateurs coloniaux ont mis en place des institutions et des normes pour évaluer et gérer l’enfance « indigène » « abandonnée ». Le placement d’orphelins, la déchéance de maternité et le choix de tuteurs ou tutrices délégué.e.s sont notamment confiés aux commissions de tutelle, des instances qui rassemblent des représentants de l’État colonial, des missions et institutions religieuses et des particuliers. Cet article s’intéresse aux enfants métis, nés de relations interraciales dans le contexte colonial au Congo et au Ruanda-Urundi. Les commissions s’appuient sur un réseau de recensement et d’enquête pour décider du sort des enfants, contrôler les mères – africaines – et dans une moindre mesure et non sans contradictions, contraindre les pères européens « présumés » à contribuer financièrement à l’éducation de leurs enfants métis. Cet article montre comment la commission de tutelle constitue un observatoire des ambiguïtés, du paternalisme, du racisme et de la violence de la société coloniale.

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)0.006
metaresearch head score (Gemma)0.008
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: none
Teacher disagreement score0.046
Threshold uncertainty score0.113

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0080.016
Scholarly communication0.0060.004
Open science0.0010.003
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0060.001

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 head0.085
GPT teacher head0.415
Teacher spread0.329 · 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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueRevue d histoire contemporaine de l AfriqueSame topicHealthcare Systems and PracticesFrench-language works237,207