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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.

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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Discovery Research Portal (University of Dundee)
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Retraction
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Study design
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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.

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

Labels cover 1 of 178 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 178 of 178 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Coastal dune vulnerability among selected Scottish systems
A. T. Williams, R. W. Duck, Michael R. Phillips
2011· article· en· Discovery Research Portal (University of Dundee)· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
afffundunlabeled
Aging well @ home: An Implementation and Sustainability Plan
Mei Lan Fang, Lupin Battersby, Sarah L. Canham, Tori Hui Ren, Ryan Woolrych, Judith Sixsmith +1 more
2017· article· en· Discovery Research Portal (University of Dundee)· Social Sciences
distilled prediction:candidate · stsconsensus · none
5
citations
affunlabeled
Singing numbers... In cognitive space
Manda Fischer, Marianna Riello, Bruno L. Giordano, Elena Rusconi
2010· article· en· Discovery Research Portal (University of Dundee)· Mathematics
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
aboutno affgemma · no categorygpt · metaresearchmodels split
Stakeholder involvement in systematic reviews: a scoping review
Alex Pollock, Pauline Campbell, Caroline Struthers, Anneliese Synnot, Jack Nunn, Sophie Hill +4 more
2018· review· en· Discovery Research Portal (University of Dundee)· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+open_science+insufficient_payloadconsensus · metaresearch+insufficient_payload
1
citations
affunlabeled
DataGM: Curating an Environment for Change
Drew Hemment, Kevin L. Smith, Julian Tait, Anna Dornan
2013· article· en· Discovery Research Portal (University of Dundee)· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Dead Zones and the Formation of Jovian Planets
Ralph E. Pudritz, Soko Matsumura
2004· article· es· Discovery Research Portal (University of Dundee)· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
The Slave's Lament
Graham; id_orcid 0009-0001-2611-129X Fagen
2019· article· en· Discovery Research Portal (University of Dundee)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
#HASHTAG
2020· other· en· Discovery Research Portal (University of Dundee)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Why Independence Does Not Equal Individualism
Fiona Kumari Campbell
2005· article· en· Discovery Research Portal (University of Dundee)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
What works in inclusion?
2012· book· en· Discovery Research Portal (University of Dundee)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
The Slave's Lament: Galerie de L'Uqam, Montréal
Graham Fagen
2017· article· fr· Discovery Research Portal (University of Dundee)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts
0
citations
aboutno affunlabeled
Master Rock
2019· other· en· Discovery Research Portal (University of Dundee)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Master Rock: behind the scenes
2019· other· en· Discovery Research Portal (University of Dundee)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Master Rock
2019· other· en· Discovery Research Portal (University of Dundee)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Der Gedankensrich—Die Kehrseite des absoluten Wissens
2023· book· de· Discovery Research Portal (University of Dundee)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
aboutno affunlabeled
Glasstress 2017
2017· other· en· Discovery Research Portal (University of Dundee)
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations

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