MétaCan
Menu
Back to cohort
Record W1497961817

Thick Instrumentalism and Comparative Constitutionalism: The Case of Gay Rights

2008· article· en· W1497961817 on OpenAlexaff
Robert Leckey

Bibliographic record

VenueSSRN Electronic Journal · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicJudicial and Constitutional Studies
Canadian institutionsMcGill University
Fundersnot available
KeywordsConstitutionalismInstrumentalismScholarshipPolitical scienceFraming (construction)LawSociologyMainstreamConstitutional lawLaw and economicsPoliticsDemocracyEpistemology
DOInot available

Abstract

fetched live from OpenAlex

The paper intervenes in the burgeoning field of comparative constitutionalism. Adopting comparative constitutional research on gay rights as a case study, it addresses the scholarship that comparative constitutionalists are producing, including the methodology and underlying assumptions about constitutions. It criticizes the mainstream comparative work on gay rights for its methodological thinness. Such research views constitutions as rule-based, privileging the judgments of constitutional courts over the practice of constitutionalism in other sites of governance. Foreign examples are pressed into service to bring about change in a designated place. From the vantage of an activist or advocate, the comparative constitutional work on gay rights that is prevalent now may prove misleading. Undue emphasis on courts as the site of constitutional change directs efforts to litigation away from other forms of activism. The literature also exaggerates the transferability of constitutional precedents by abstracting them from their discursive and cultural context. Moreover, the consistent selection of a handful of success stories from pioneering jurisdictions distracts from the potential lessons waiting in the failures, where reform efforts have foundered. From a scholar's perspective, the work is also unsatisfactory. Comparative constitutionalists, by accepting the current framing of debates, are failing to imagine transformations beyond same-sex marriage litigation and, consequently, falling short of their distinctive power as scholars. The paper argues for thick instrumentalism as a mode of comparative constitutional scholarship. Thick instrumentalism combines commitment to a justice project for gay rights with a richer, more discursive and culturally sensitive understanding of the multiple sites in which constitutional rights are respected - and infringed.

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)0.016
metaresearch head score (Gemma)0.019
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 score0.016
Threshold uncertainty score0.084

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0160.019
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.002
Science and technology studies0.0140.079
Scholarly communication0.0130.015
Open science0.0020.015
Research integrity0.0060.010
Insufficient payload (model declined to judge)0.0060.000

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 head0.046
GPT teacher head0.310
Teacher spread0.264 · 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
Published2008
Admission routes1
Has abstractyes

Explore more

Same venueSSRN Electronic JournalSame topicJudicial and Constitutional StudiesFrench-language works237,207