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Record W2963329446

ETRE JURISTE AU FEMININ : UNE REALITE EMERGENTE OU UNE QUETE ILLUSOIRE?

2014· article· fr· W2963329446 on OpenAlexaboutno aff
Micheline GleixneretLouise Aucoin

Bibliographic record

VenueThe Canadian Bar Review · 2014
Typearticle
Languagefr
FieldSocial Sciences
TopicLegal Education and Practice Innovations
Canadian institutionsnot available
Fundersnot available
KeywordsGender equalityPolitical scienceAccountabilityHumanitiesLegal professionSociologyGender studiesLawArt
DOInot available

Abstract

fetched live from OpenAlex

In 1993, the Canadian Bar Association undertook the first major study on gender equality in the legal profession, culminating in the report entitled “Touchstones for Change: Equality, Diversity and Accountability.” More than 350 pages assessed the status of women lawyers in Canada in 1993 and proposed more than 200 recommendations designed to promote the advancement of women lawyers in all sectors of the legal profession. An analysis of the progress made in the last twenty years confirms the findings of numerous studies and highlights the fact that obstacles and resistance to change still linger, but that there is nevertheless an increasing momentum toward greater gender equality in the legal profession.

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)0.014
metaresearch head score (Gemma)0.022
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 score0.388
Threshold uncertainty score0.780

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.022
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.003
Science and technology studies0.0110.052
Scholarly communication0.0160.014
Open science0.0020.004
Research integrity0.0050.012
Insufficient payload (model declined to judge)0.0050.001

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 head0.069
GPT teacher head0.379
Teacher spread0.310 · 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
Published2014
Admission routes1
Has abstractyes

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Same venueThe Canadian Bar ReviewSame topicLegal Education and Practice InnovationsFrench-language works237,207