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Record W2270082067

Queering Legal Education: A Project of Theoretical Discovery

2004· article· en· W2270082067 on OpenAlexaff
Kim Brooks, Debra Parkes

Bibliographic record

VenueeYLS (Yale Law School) · 2004
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Education and Practice Innovations
Canadian institutionsUniversity of ManitobaDalhousie University
Fundersnot available
KeywordsQueerScholarshipLegal educationTransformative learningSociologyCurriculumQueer theoryEmpirical legal studiesPedagogyLegal researchLawPolitical scienceGender studies
DOInot available

Abstract

fetched live from OpenAlex

The article has two parts. Part II discusses the materials we reviewed to inform the development of a queer legal pedagogy. In particular, it examines the categories of queer legal scholarship and highlights the contributions of other outsider scholars to legal education debates. Early in our research, we found limited material on queer legal pedagogy, and we discovered nothing that posited a theoretical approach. We did, however, find rich resources written by other outsiders to law from which some design principles for queer legal pedagogy might be drawn. We should note at the outset that our goal in this Part of the Article is not to review queer scholarship or outsider approaches to legal pedagogy exhaustively, nor is it to provide a literature review. Instead, our purpose is simply to acknowledge the contributions of these scholars to our understanding of what queer legal pedagogy might be by highlighting some of the fundamental insights in that scholarship. Part III of the Article proposes eight principles of queer legal pedagogy. Although we conclude that it is premature to suggest an overarching theoretical approach to this pedagogy, we present these eight principles to begin a discussion of what a queer legal pedagogy might look like. We also attempt to apply these principles to the law school curriculum, making some preliminary remarks about how the curriculum might be queered. Finally, the Article concludes with some tentative thoughts about the transformative power of queer legal pedagogy.

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)0.038
metaresearch head score (Gemma)0.029
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.038
Threshold uncertainty score0.200

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0380.029
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0090.007
Science and technology studies0.0090.066
Scholarly communication0.0170.030
Open science0.0040.007
Research integrity0.0050.008
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 head0.021
GPT teacher head0.344
Teacher spread0.323 · 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 designTheoretical or conceptual
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

Citations5
Published2004
Admission routes1
Has abstractyes

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