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Record W7045537912

Alternative perspectives on lawyers and legal ethics: Reimagining the profession

2011· other· en· W7045537912 on OpenAlexaboutno aff

Bibliographic record

VenueQUT ePrints (Queensland University of Technology) · 2011
Typeother
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsLegal professionLegal ethicsScholarshipEthosPractice of lawDiversity (politics)Professional responsibilityProfessional conductLegal realism
DOInot available

Abstract

fetched live from OpenAlex

The study of legal ethics and the legal profession has emerged as a distinct and important field of scholarship over the last 30 years. However, as in other disciplines, academic recognition can in turn entrench static and powerful meta-theories and narratives about professional ethos and practise, this collection seeks to disrupt this homogenising impulse and to present alternative voices by bringing together a range of international scholars writing about legal ethics and the legal profession. The book features significant and timely contributions which take contemporary and non-mainstream perspectives on the current and future shape of the legal profession. The essays not only describe the rapidly changing profession but canvas different approaches to scholarship on the legal profession. The collection seeks to explore a diverse and contextualised profession from a number of angles. Authors examine how the public sees lawyers and how lawyers see their own profession; how we practise law and how this practice shapes lawyers; how such cultural and professional practice intersects with institutional structures of the law to create certain legal outcomes; and how we regulate the legal profession to modify or institute ethical practice. The volume provides insights into legal culture and ethics from the perspective of authors from Australia, Canada, England, the United States, New Zealand and Kenya - a diversity of national perspectives that give valuable insights into developments in the profession at the local and global level. It also illustrates diversity within the profession by tracing differing professional career trajectories based on raced or gendered barriers, alternative ethical strategies and the impact of organisational cultures in which lawyers practice.

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)0.020
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: Other · Consensus signal: none
Teacher disagreement score0.035
Threshold uncertainty score0.164

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.020
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.004
Science and technology studies0.0190.126
Scholarly communication0.0350.034
Open science0.0030.015
Research integrity0.0120.021
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 head0.015
GPT teacher head0.257
Teacher spread0.242 · 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
GenreOther

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
Published2011
Admission routes1
Has abstractyes

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