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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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Writing across the University of Alberta
Topic
Retraction
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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.

64 results · 1 filter active ·
Results by year
20202025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
64 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 64 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 64 of 64 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affvenueunlabeled
Solving My Favorite Math Problem
Kai Hamann
2025· article· Writing across the University of Alberta· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Writing Processes
Christina Grant
2021· article· en· Writing across the University of Alberta· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Rewriting Imperfection
Jillian Morrison
2025· article· Writing across the University of Alberta· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Peer Tutoring Beyond Borders
Zuairia Shahrin
2024· article· en· Writing across the University of Alberta· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Ink & Liberation
Chesney Parchment
2025· article· Writing across the University of Alberta· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
Letter from the editors
Nancy Davis Bray, Anna Chilewska, Rigvi Kumar, Anita Parker
2023· letter· en· Writing across the University of Alberta· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Meme Based on Samael's Song "Slavocracy"
Kim Jashua Dacutanan
2024· article· en· Writing across the University of Alberta· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Letter from the editors
Nancy Davis Bray, Anna Chilewska, Rigvi Kumar, Anita Parker
2023· letter· en· Writing across the University of Alberta· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
Letter from the WAUA Editorial Team
Nancy Davis Bray, Anna Chilewska
2024· letter· en· Writing across the University of Alberta· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Court Case of Cow v. Plant
A Tribute To
2021· article· en· Writing across the University of Alberta· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Hamsterdammed
Peyton Donovan
2024· article· en· Writing across the University of Alberta· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Images of our Writing
Linlin Tan, Yu Hu, Haoyuan Li, Xingyi Wang
2020· article· en· Writing across the University of Alberta· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
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