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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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Utopian, Dystopian, and Speculative Fiction
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.

650 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.
650 works in the cohort · of 4,299,418page 10 of 13

Labels cover 1 of 650 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 650 of 650 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.

aboutno affunlabeled
Misha [Nogha/Chocholak] (1955–)
Stina Attebery
2022· book-chapter· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
A mulher entre gerar e narrar
Ana Letícia Barbosa de Faria Gonçalves
2021· dissertation· pt· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Occurrence Download
2023· dataset· en· Global Biodiversity Information Facility· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Second Light: Spin Me Up
Leslie J. Sage
2008· article· en· Journal of the Royal Astronomical Society of Canada· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Gizmos: The Twinning of Venus
Don van Akker
2010· article· en· Journal of the Royal Astronomical Society of Canada· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
The Sunless Countries
Ruth Rempel
2015· article· en· Journal of Mennonite studies· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Deleuze's Apocalypse
Grant Dempsey
2014· article· en· The Journal of Rheumatology· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editors’ Message
Jennifer A. Wagner-Lawlor, Stephanie Peebles Tavera, A. Elisabeth Reichel, Manuel Sousa Oliveira
2023· article· de· Utopian Studies· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Escape From Dissimulated Space
Tan Yan-hong
2006· article· en· Journal of Chongqing University of Arts and Sciences· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
The Haloed Moon/And Leo's Capture
Brian Kelly-McArthur
2006· article· en· Journal of the Royal Astronomical Society of Canada· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Second Light: Boom!
Leslie J. Sage
2014· article· en· Journal of the Royal Astronomical Society of Canada· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
On Margaret Atwood's Ecological Writing
Jiang Huan-xin
2011· article· en· Overseas English· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Dear Suzy
The Party
2020· article· en· ASAP/journal· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
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