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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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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.

224 results · 1 filter active ·
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20042025
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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.
224 works in the cohort · of 4,299,418page 4 of 5

Labels cover 0 of 224 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 224 of 224 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Forgotten Truth
Madison Gudeit
2024· article· en· Constellations· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Comparative Cosmogony
Jay MacDaniel-Streibel
2025· article· en· Constellations· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
Morale Had to be Created
Shelby Drozdowski
2019· article· en· Constellations· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
Acknowledgements
Melanie Marvin
2010· article· en· Constellations· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Narrative Memory in the Space Race
Kane Mullen
2016· article· en· Constellations· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Acknowledgements
Melanie Marvin
2010· article· en· Constellations· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Acknowledgements
Emily Larocque
2011· article· en· Constellations· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
A Political Theology of Sortition
Artémy Magun
2025· article· en· Constellations· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
The revolution party
Leo Panitch
2017· article· en· Constellations· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
venueno affno abstractunlabeled
Editor's Note
Melanie Marvin
2010· article· en· Constellations
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Crush Culture
Aoife Devlin O'Connor
2025· article· en· Constellations· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
The Impossible Definition of Crusading
Roan Van Helden
2025· article· en· Constellations· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
The Price of Their Sweat
Nathan Lapierre
2025· article· en· Constellations· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Alcohol and Sports in Hemingway's Paris
Jack B. Kelly
2022· article· en· Constellations· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
Beyond the Trenches
Marlena Austermann
2025· article· en· Constellations· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
'God is a Man Eater'
Abby Riehl
2019· article· en· Constellations· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueunlabeled
'These Devils That Have Many Uses'
Sydni Zastre
2019· article· en· Constellations· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
"Chinese Girl Wants Vote"
Grace Li
2020· article· en· Constellations· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
Notions of Nature, Notions of Humanity
Rebecca Hicks
2020· article· en· Constellations· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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