MétaCan
Menu
Back to cohort
Record W4396887557 · doi:10.29173/mlj932

Preface

2015· article· en· W4396887557 on OpenAlexaboutno aff
Bryan P. Schwartz

Bibliographic record

VenueManitoba Law Journal · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Education and Practice Innovations
Canadian institutionsnot available
Fundersnot available
KeywordsPhilosophy

Abstract

fetched live from OpenAlex

n this companion volume to the collection of interviews in Volume I on the Great Transition in Legal Education Manitoba 1 , the editors have prepared a collection of documents.The aim is to provide the reader with the opportunity to read directly, over the course of a century, the thoughts of leaders of the profession and of the law school as they reflect on the past and future of legal education.There is a saying that "policy is personnel".The most influential factor in the calibre of a law school are its professors and students: not its curriculum, not its physical plant.The first document in this edition, "Full-Time Teachers, Recorders & Librarians of the Manitoba Law School and of the Faculty of Law, University of Manitoba", provides a list of the full-time teachers of the law school from it earliest years to the present day. 2 The excerpts from the Canadian Bar Association debates from almost a century ago illustrate that the debate between university based education and apprentice training is nothing new. 3 The CBA reports recommended that one follow the other.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.952
Threshold uncertainty score0.964

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.147
GPT teacher head0.401
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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2015
Admission routes1
Has abstractyes

Explore more

Same venueManitoba Law JournalSame topicLegal Education and Practice InnovationsFrench-language works237,207