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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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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.

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 1 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.

affunlabeled
The new IPSL climate system model: IPSL-CM4
Olivier Marti, Pascale Braconnot, Jacques Bellier, Rachid Benshila, Sandrine Bony, Patrick Brockmann +18 more
2005· preprint· en· ePrints Soton (University of Southampton)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
191
citations
affunlabeled
The set covering machine
Mario Marchand, John Shawe‐Taylor
2003· article· en· ePrints Soton (University of Southampton)· Computer Science
distilled prediction:candidate · noneconsensus · none
112
citations
affunlabeled
Human capital investment and debt constraints
David Andolfatto, Martin Gervais
2006· article· en· ePrints Soton (University of Southampton)· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
47
citations
affunlabeled
Actions and resources in epistemic logic
Mehrnoosh Sadrzadeh
2006· dissertation· en· ePrints Soton (University of Southampton)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
31
citations
aboutno affunlabeled
Leadership and Culture
Jacky Lumby, Nick Foskett
2008· book-chapter· en· ePrints Soton (University of Southampton)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
aboutno affunlabeled
IUPAC Standard Definitions of Terms Relating to Mass Spectrometry
Kermit K. Murray, Robert K. Boyd, Marcos N. Eberlin, G. John Langley, Liang Li, Yasuhide Naito
2003· article· en· ePrints Soton (University of Southampton)· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
aboutno affunlabeled
Tracking Holocene climate change using peat bog stable isotopes
Tim Daley, F. Alayne Street‐Perrott, Neil J. Loader, Paul Hughes, Keith Barber, Elizabeth H. Fisher +1 more
2007· article· en· ePrints Soton (University of Southampton)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affno abstractunlabeled
The role of science education in a changing world
Jennifer D. Adams, Lucy Avraamidou, Dury Bayram Jacobs, Saouma BouJaoude, Lynn A. Bryan, Andri Christodoulou +20 more
2018· article· en· ePrints Soton (University of Southampton)· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
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
aboutno affunlabeled
Medieval Anglo-Jewry: the archaeological evidence
David A. Hinton
2003· book-chapter· en· ePrints Soton (University of Southampton)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
5
citations
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