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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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ePrints Soton (University of Southampton)
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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
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

338 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
338 works in the cohort · of 4,299,418page 2 of 7

Labels cover 1 of 338 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 338 of 338 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
The invalidity of the argument from illusion
Lee Walters, Craig French
2018· article· en· ePrints Soton (University of Southampton)· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affunlabeled
The Young Supernova Experiment Data Release 1 (YSE DR1) Light Curves
P. Aleo, Konstantin Malanchev, Sammy N. Sharief, D. O. Jones, Gautham Narayan, R. J. Foley +80 more
2022· dataset· en· ePrints Soton (University of Southampton)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
The Einstein Toolkit
2025· other· en· ePrints Soton (University of Southampton)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
How has mid-life changed in Britain since the 1980s?
Dieter Demey, Ann Berrington, Maria Evandrou, Jane Falkingham
2011· article· en· ePrints Soton (University of Southampton)· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
pydata/xarray: v0.9.1
2017· other· en· ePrints Soton (University of Southampton)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
Making the case for web-based self-archiving
Stevan Harnad
2005· article· en· ePrints Soton (University of Southampton)· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affno abstractunlabeled
Cities of the United States and Canada
Lisa Benton–Short, Nathaniel M. Lewis
2011· book-chapter· en· ePrints Soton (University of Southampton)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Interview with Ian Dawson
Andrea Caro, Ian Dawson
2016· book-chapter· en· ePrints Soton (University of Southampton)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affno abstractunlabeled
Ocean redox during the Toarcian oceanic anoxic event: Constraints from chromium isotope ratios (abstract of paper presented at: 18th Annual V. M. Goldschmidt Conference Vancouver, Canada, July 2008)
Rachael H. James, Anne-Mari Karjalainen, I. J. Parkinson, Angela L. Coe, Christopher R. Pearce, A. S. Cohen
2008· article· en· ePrints Soton (University of Southampton)· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affno abstractunlabeled
Proceedings of the ODP, Scientific Results, Vol. 169. Sedimented Ridges II: covering Leg 169 of the cruises of the Drilling Vessel "Joides Resolution", Victoria, British Columbia, to San Diego, California, Sites 856-858/1035-1038, 21 Aug-16 Oct 1996
Robert A. Zierenberg, Yves Fouquet, D. J. Miller, D.A.H. Teagle
2000· book· en· ePrints Soton (University of Southampton)· Earth and Planetary Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
1
citations
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