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Record W6912769115 · doi:10.5281/zenodo.5649917

Bulletin de l'Observatoire international sur le racisme et les discriminations

2007· article· fr· W6912769115 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.

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

VenueZenodo (CERN European Organization for Nuclear Research) · 2007
Typearticle
Languagefr
FieldSocial Sciences
TopicLegal and cultural studies analysis
Canadian institutionsnot available
Fundersnot available
KeywordsEthnic discriminationRacismPublic policyEthnic group

Abstract

fetched live from OpenAlex

Description : L’Observatoire international sur le racisme et les discriminations publiait un bulletin annuel faisant état de l’actualité et des développements dans le domaine du racisme et des discriminations*. Lancé en mars 2003, l'Observatoire international sur le racisme et les discriminations avait pour but premier d'établir un pont entre la recherche universitaire sur le racisme et les discriminations, et la réflexion publique sur ces questions, dans les milieux d'intervention, tant gouvernementaux que non-gouvernementaux. <strong>Dans ce numéro : </strong> Un sondage imprudent Accommodements raisonnables et polygamie Discrimination intersectorielle et Coalition canadienne des municipalités contre le racisme Conclusions et recommandations du Comité pour l’élimination de la discrimination raciale ___________ *Les bulletins de l'Observatoire international sur le racisme et les discriminations étaient hébergés sur le site du Centre de recherche en immigration, ethnicité et citoyenneté (CRIEC) de l'UQAM. Ce dernier a cessé ses activités à l'été 2020.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient 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: none
Teacher disagreement score0.858
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0050.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0310.004

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 head0.064
GPT teacher head0.287
Teacher spread0.223 · 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