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Record W4382584538 · doi:10.5206/uwojls.v14i2.16001

Are Delayed Complaints of Sexual Harassment Not Worthy of Human Rights Protection?

2023· article· en· W4382584538 on OpenAlexaffvenueabout
Sophie Poinar

Bibliographic record

VenueWestern Journal of Legal Studies · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicSexual Assault and Victimization Studies
Canadian institutionsWestern University
Fundersnot available
KeywordsHarassmentSexual misconductHuman rightsComplaintPolitical scienceArgument (complex analysis)CriminologyLawMisconductLegislaturePsychologyMedicine

Abstract

fetched live from OpenAlex

Within the current legislative landscape in Ontario, survivors of sexual harassment are treated differently than survivors of sexual assault and sexual misconduct with respect to when they can advance a legal claim against their perpetrators. Under sections 16(1)(h) and 16(1)(h.1) of the Ontario Limitations Act, survivors of sexual assault and misconduct are able to file a civil claim whenever they choose to do so. Under s 34(1) of the Ontario Human Rights Code, survivors of sexual harassment must file a human rights complaint within one year of the experienced harassment. This paper argues that s 34(1) should not apply to complaints based on sexual harassment. The author provides four reasons to substantiate this argument: (1) this provision fails to align with contemporary understandings of sexual harassment; (2) it is arbitrary to apply drastically different timelines to survivors depending on the type of sexual violence they have experienced; (3) two important objectives of limitation periods will not be seriously threatened by the suggested amendment to the Human Rights Code; and (4) section 34(1) favours the interests of the harassers over those of the survivor, the public, Bill 132 and the Human Rights Code.

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)0.005
metaresearch head score (Gemma)0.039
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.299
Threshold uncertainty score0.594

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.039
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.017
Scholarly communication0.0050.004
Open science0.0020.001
Research integrity0.0040.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.151
GPT teacher head0.415
Teacher spread0.264 · 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
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
Published2023
Admission routes3
Has abstractyes

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