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Record W3187830841

Critique-Inspired Pedagogies in Canadian Criminal Law Casebooks: Challenging "Doctrine First, Critique Second" Approaches to First-Year Law Teaching

2021· article· en· W3187830841 on OpenAlexfundaboutno aff
Sarah-jane Nussbaum

Bibliographic record

VenueeYLS (Yale Law School) · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Education and Practice Innovations
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of CanadaYork University
KeywordsLawDoctrineCriminal lawPolitical scienceComparative lawCriminal procedureCasebookSociology
DOInot available

Abstract

fetched live from OpenAlex

This article is a critical evaluation of Canadian criminal law casebooks. The author explores the aims, practices, and challenges of these teaching texts by examining their relationship to critique-inspired pedagogical methods. A number of English-language Canadian criminal law casebooks add a welcome feature to the Canadian common law teaching landscape: all but one of six recently published casebooks teach doctrine and critique together. The research builds on an emerging scholarship of Canadian legal education by demonstrating evidence of critical political commitments and critique-inspired teaching methods within Canadian criminal law education. Yet casebook editors and other professors who utilize critical methods acknowledge challenges of teaching doctrine from critical standpoints. These discoveries lead the author to suggest that emphasizing the goals of teaching critique, including producing more effective lawyers and creating learning environments that value student diversity, will be helpful for moving forward with critique-inspired teaching.\nDans le présent article, l’auteure présente une évaluation critique des recueils de jurisprudence en droit pénal canadien. Elle explore les objectifs, les pratiques et les défis que comportent ces textes d’enseignement en examinant leur relation avec les méthodes pédagogiques inspirées de la critique. Un certain nombre de recueils de jurisprudence en droit pénal canadien de langue anglaise ajoutent une caractéristique bienvenue au paysage de l’enseignement de la common law au Canada : tous les recueils de jurisprudence récemment publiés, sauf un, enseignent la doctrine et la critique ensemble. La recherche s’appuie sur une nouvelle étude de l’enseignement du droit au Canada en démontrant l’existence d’engagements politiques critiques et de méthodes d’enseignement inspirées de la critique dans l’enseignement du droit pénal au Canada. Pourtant, les éditeurs de recueils de jurisprudence et d’autres professeurs qui utilisent des méthodes critiques reconnaissent les défis de l’enseignement de la doctrine à partir de points de vue critiques. Ces découvertes amènent l’auteure à suggérer que l’accent mis sur les objectifs de l’enseignement de la critique, y compris la production d’avocats plus efficaces et la création de milieux d’apprentissage qui valorisent la diversité des étudiants, sera utile pour aller de l’avant avec un enseignement inspiré de la critique.

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)0.010
metaresearch head score (Gemma)0.030
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.940
Threshold uncertainty score0.995

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.030
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0050.003
Science and technology studies0.0170.016
Scholarly communication0.0120.004
Open science0.0030.007
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0050.000

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 head0.100
GPT teacher head0.355
Teacher spread0.255 · 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

Citations0
Published2021
Admission routes2
Has abstractyes

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