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Record W31188021 · doi:10.1089/bfm.2019.0069

Comparative Multi-Disciplinary Practice of Law: Paths Taken and Not Taken

2002· article· en· W31188021 on OpenAlexaboutno aff
Charles W. Wolfram

Bibliographic record

VenueCase Western Reserve law review · 2002
Typearticle
Languageen
FieldSocial Sciences
TopicComparative and International Law Studies
Canadian institutionsnot available
Fundersnot available
KeywordsDisciplineLawPolitical science

Abstract

fetched live from OpenAlex

It is always an interesting journey to return to one's roots, and many of the most important of my personal and professional roots are here in Cleveland, including my birth and the first twenty years of life. Subsequent wanderings have taken me far from here, but always to return. We consider here another set of journeys and pathways that are institutional, not personal. The paths traversed are both national and international, and they will take us on journeys that are far from completed. They concern the ways in which various contemporary legal cultures have so far approached the subject of this conference—multi-disciplinary practice ("MDP"). My examples include the well-known efforts to date of the American Bar Association ("ABA") in its fervent and flawed, but perhaps temporary, rejection of the MDP concept almost entirely. I will contrast that with the much less well-known example of the route mapped out by the Canadian Bar Association ("CBA"), which one only rarely hears mentioned in domestic discussions, and which has taken a much more welcoming approach to the MDP concept. I then will briefly examine work underway in New York and California. Both states have also recently taken steps along very different paths with respect to MDP practice—quite restrictively in the case of New York and in a much more welcoming way thus far in the case of California. Although I do not elaborate upon it here at any length, I think it would be well at the outset to identify my own "lean" on the MDP issue. Those who have attended similar conferences on MDPs in recent years have been struck, as have I, at the great divide between academic—almost all of whom are more or less in favor of more or less significant expansion of opportunities for MDP practice—and some (but hardly all) practitioners, whose manifested reactions range from wariness to vehement opposition. I, another academic, stand with those who are largely unimpressed with the concerns and criticisms of those opposed to the MDP in any but its most timid forms and who, as with the majority of the ABA House of Delegates, would confine them, if permitted at all, to only joint marketing efforts, thus effectively banning them almost entirely. To the contrary, I think that, accompanied by appropriate regulatory arrangements, MDP practice could and should be permitted in the United States without significant risk of harm to either consumers or lawyers. Further, MDP should be permitted because it holds the promise of greatly improved delivery of legal services.

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)0.028
metaresearch head score (Gemma)0.054
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: Empirical
Teacher disagreement score0.104
Threshold uncertainty score0.206

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0280.054
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0110.014
Scholarly communication0.0090.006
Open science0.0020.009
Research integrity0.0020.003
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 head0.288
GPT teacher head0.460
Teacher spread0.172 · 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
Published2002
Admission routes1
Has abstractyes

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