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Record W7009289077

Disability Accessibility in Washington Courts

2022· article· en· W7009289077 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of Washington Tacoma Digital Commons (University of Washington Tacoma) · 2022
Typearticle
Languageen
FieldImmunology and Microbiology
TopicAlexander von Humboldt Studies
Canadian institutionsnot available
Fundersnot available
KeywordsState (computer science)AccommodationReasonable accommodationDiversity (politics)Interpretation (philosophy)Mental illnessDisability discriminationJudicial interpretation
DOInot available

Abstract

fetched live from OpenAlex

In this article, disability access is explored in the United Kingdom, Ireland and Canada, examining court systems and the rights of defendants in a literature review. Then, disability accessibility and diversity are explored within the Washington court system utilizing semi-structured interviews with 17 practicing Washington State attorneys from diverse backgrounds and legal experiences who primarily practice criminal law in the courts. The article describes the current state of sign language interpretation and communication barriers within the courts for those who are disabled and the current accommodation standard and various communication and physical barriers for those with disabilities in the court system in Washington. Additionally, technology access is discussed which is especially prudent for blind individuals. The need for further supports and accommodations especially for those who have mental illness or developmental disabilities is also apparent.

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)0.001
metaresearch head score (Gemma)0.007
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: Other · Consensus signal: none
Teacher disagreement score0.145
Threshold uncertainty score0.287

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.003
Science and technology studies0.0050.003
Scholarly communication0.0060.003
Open science0.0000.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.000

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 head0.015
GPT teacher head0.209
Teacher spread0.193 · 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
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
Published2022
Admission routes1
Has abstractyes

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