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Record W4256395697 · doi:10.7202/013839ar

Commentaire

2006· article· fr· W4256395697 on OpenAlexvenueno aff
Diane Lamoureux

Bibliographic record

VenueAnthropologie et Sociétés · 2006
Typearticle
Languagefr
FieldSocial Sciences
TopicNew Caledonia Indigenous Studies
Canadian institutionsnot available
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

Je n'ai pas l'intention d'indiquer à des anthropologues quelles sont les avenues possibles pour l'anthropologie.Toutefois, puisque le thème général de cette table ronde est « justice sociale et citoyenneté », il me semble, comme ce sont là des thématiques très familières pour des philosophes politiques, que je peux au moins esquisser certaines réflexions sur la base des trois communications qui ont été faites.Les trois conférenciers nous ont parlé de la persistance et même de la croissance des inégalités sociales et des injustices, de même que des difficultés d'intégration citoyenne de divers groupes ethnoculturels.Ces injustices prennent des formes différentes, selon les groupes qui en sont la cible.En ce qui concerne les autochtones, Jean-Guy Goulet nous a parlé de manifestations de racisme, de mépris, d'ignorance, d'exclusion, de marginalisation qui constituent autant de formes de l'injustice.On peut également soutenir que le fait que les autochtones dans leur totalité soient victimes d'injustices n'empêche pas que cette injustice prenne des formes différentes d'une communauté à l'autre et qu'elles se greffent à des injustices et inégalités au sein même des communautés.

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)0.011
Version: metacan-v3-hybrid-931329e0061cValidation 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: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.645
Threshold uncertainty score0.920

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.011
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0070.002
Scholarly communication0.0080.006
Open science0.0020.005
Research integrity0.0060.007
Insufficient payload (model declined to judge)0.3550.182

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 head0.198
GPT teacher head0.582
Teacher spread0.384 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

Study designNot applicable
Domainnot available
GenreCommentary

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
Published2006
Admission routes1
Has abstractyes

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