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Record W3110409929

The Accessibility of Elections to Canadians with Cognitive Disabilities

2020· article· en· W3110409929 on OpenAlexaboutno aff
Jennifer Y. Lai

Bibliographic record

VenueYork University Digital Library (York University) · 2020
Typearticle
Languageen
FieldMedicine
TopicCerebral Palsy and Movement Disorders
Canadian institutionsnot available
Fundersnot available
KeywordsCognitionCognitive disabilitiesPolitical sciencePsychologyPublic relationsCognitive psychologyComputer sciencePsychiatry
DOInot available

Abstract

fetched live from OpenAlex

It is enshrined in the Charter of Rights and Freedoms that all Canadian citizens are guaranteed the right to vote.This research paper explores whether persons with cognitive disabilities are able to exercise this right based on the accessibility provisions provided for in Canadian electoral law.A mixed methodology approach was used to investigate this topic, where qualitative interviews with persons with cognitive disabilities from countries and regions with similar social and policy contexts to Canada's were used to identify facilitators and barriers to voting.Canada's 14 different electoral acts were ranked based on the number of accessibility provisions they possessed that could facilitate voting.Ontario was identified as the jurisdiction with the most provisions that could facilitate voting in persons with cognitive disabilities.Trends in the secondary sourced data also revealed that a lack of electoral knowledge and a lack of social support were the most significant barriers to voting for persons with cognitive disabilities.A supportive social network was unanimously identified in the secondary data as a significant facilitator to voting.In fact, it was identified in the secondary data sources that persons with cognitive disabilities that did not have a supportive social network were unable to use the existing accessibility provisions in their region.This finding represents the limitations of Canada's current accessibility provisions in their ability to facilitate voting for persons with cognitive disabilities.None of Canada's provisions mandate that social service workers or election officials ensure that persons with cognitive disabilities receive the support they need to understand the electoral process prior to election day.This research paper makes the recommendation that such policy provisions are implemented in Canadian electoral law in order to increase the accessibility of elections to Canadians with cognitive disabilities.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.850
Threshold uncertainty score0.590

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
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 head0.014
GPT teacher head0.185
Teacher spread0.171 · 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 designObservational
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
Published2020
Admission routes1
Has abstractyes

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Same venueYork University Digital Library (York University)Same topicCerebral Palsy and Movement DisordersFrench-language works237,207