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Record W2265015261

What Do Changing Cultures of Dispute Resolution Mean for Legal Education

2001· article· en· W2265015261 on OpenAlexaffabout
Julie Macfarlane

Bibliographic record

VenueSSRN Electronic Journal · 2001
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Education and Practice Innovations
Canadian institutionsUniversity of Windsor
Fundersnot available
KeywordsSettlement (finance)MediationPolitical scienceDispute resolutionLawLegal educationAlternative dispute resolutionCivil procedureLegal professionLegal practicePublic relationsBusiness
DOInot available

Abstract

fetched live from OpenAlex

In North America, a significant cultural change is taking place in legal practice as a result of the widespread introduction of court-connected and private programs, which aim to resolve litigation matters as early as possible by party agreement. The most complex and far-reaching of these changes is a challenge to the traditional model of the lawyer as a manager of war - the strategic and skillful facilitation of peace now appears to be equally important. The increasing acceptance of processes within civil litigation also has immediate practical consequences for legal practice. Clients, especially repeat users, are starting to expect early efforts to explore settlement, using mediation or other consensual processes wherever possible. Developments within the profession itself include the emergence of specialist counsel; the establishment of ADR Departments in big litigation firms; and the development of collaborative lawyering networks, where lawyers are retained to settle but not to litigate. Similar court-based reforms and private sector initiatives in the management of civil disputing are being implemented - although not yet on the same scale - in the United Kingdom and throughout Europe. As a consequence, similar patterns of change seem likely to be repeated. There is a growing recognition among legal educators at all levels of the need to respond to changes in both the expectations and the realities of the lawyer's role with an enhanced curriculum that more fully equips lawyers to operate successfully in the new millieux of settlement conferences, mandatory mediation, case management and so on. Most lawyers presently in practice have received little or no legal education in the use of methods. But the changing face of legal practice as it responds to developments in presents a challenge for legal education which extends well beyond the development of discrete, supplemental courses - or segments of courses - on negotiation or mediation. A simple add-on approach does not address the fundamental challenges of changing perspectives on dispute resolution, which extend all the way to the normative assumptions of legal education, in particular the traditional emphasis on mastery of substance, competitive individualism and the enduring culture of dichotomies (right/wrong, moral/immoral, win/lose, lawyer/client, etc). This presentation will present the results of qualitative research commissioned this year by the Law Commission of Canada which explores changing cultures of litigation practice among commercial lawyers in Ontario. This research reveals attitudinal, strategic and behaviourial changes, both individual and systemic. These are changes that are fundamental to the modern day and future role of lawyers, and which call into question the conventional premises of legal education and training.

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)0.017
metaresearch head score (Gemma)0.031
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.036
Threshold uncertainty score0.091

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.031
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0130.041
Scholarly communication0.0360.048
Open science0.0030.010
Research integrity0.0080.016
Insufficient payload (model declined to judge)0.0120.004

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 head0.020
GPT teacher head0.377
Teacher spread0.357 · 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 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
Published2001
Admission routes2
Has abstractyes

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