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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Hate Speech and Cyberbullying Detection
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

719 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
719 works in the cohort · of 4,299,418page 6 of 15

Labels cover 2 of 719 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 719 of 719 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Content Moderation with Shadowbanning
Afrouz Hojati, Barrie R. Nault
2025· article· en· Information Systems Research· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
4
citations
affunlabeled
MetaHate: A Meta-Model for Hate Speech Detection
Daniel G. Kyrollos, James R. Green
2021· article· en· 2021 IEEE International Conference on Big Data (Big Data)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
4
citations
aboutno affunlabeled
Online Abuse, Chilling Effects, and Human Rights
Jonathon W. Penney
2020· book-chapter· en· Les Presses de l’Université d’Ottawa | University of Ottawa Press eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
Automated Identification of Microaggressions
Matthieu Bardal, Kaleb Chisholm, Mark Alwast, Kasi Viswanath Nilla, Khanh Le, Yasaman Amannejad
2023· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Hate Crimes
Jennifer Schweppe, Mark Austin Walters
2015· book-chapter· en· Oxford University Press eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
aboutno affunlabeled
Hate Speech, Sedition and the War on Terror
Simon Bronitt
2007· book-chapter· en· ANU Open Research (Australian National University)· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Cyber Bullying: Legal Obligations and
Educational Policy Vacuum SHAHEEN SHARIFF AND DIANNE L. HOFF
2011· book-chapter· en· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Generalisation of Cyberbullying Detection
Richard Khoury, Larochelle Marc-André
2020· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Online Shaming and the Right to Privacy
Emily Laidlaw
2016· preprint· en· Preprints.org· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
afffundno abstractunlabeled
Online Hate on Social Media
Ahmed Al‐Rawi
2024· book· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
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