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Record W2363053423 · doi:10.29173/mlj858

Introduction: The Association for Canadian Clinical Legal Education (ACCLE) Conference 2012

2013· article· en· W2363053423 on OpenAlexaffabout
Sarah Bühler

Bibliographic record

VenueManitoba Law Journal · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Education and Practice Innovations
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsLegal educationAssociation (psychology)Political scienceLibrary scienceMedicineLawPsychologyComputer science

Abstract

fetched live from OpenAlex

linical legal education has existed within Canadian legal education for over forty years.While the clinical law "movement" today in Canada is less prominent than it is in the United States, where according to Neil Gold and Philip Plowden the average law school hosts six clinics, 1 clinical law programs exist in most Canadian law schools, and it appears that many law schools in this country are seeking to expand their clinical law offerings. 2Certainly, clinical legal education has been the subject of increased interest and attention within Canadian law schools in recent years.This interest has arguably been precipitated by external pressures on law faculties, such as the set of "competencies" now required by the Federation of Law Societies of Canada as part of its recognition of the "approved Canadian common law degree", 3 the changes to the structure of the articling process in Ontario, 4 and the growing awareness of the access to justice crisis in Canada.

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 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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.941
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.000
Scholarly communication0.0020.002
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.058
GPT teacher head0.382
Teacher spread0.324 · 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 teacher head, not a consensus.

Study designNot applicable
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
Published2013
Admission routes2
Has abstractyes

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