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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.

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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.

2,862 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.
2,862 works in the cohort · of 4,299,418page 40 of 58

Labels cover 5 of 2,862 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 2,862 of 2,862 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.

affunlabeled
Taking stock of global fisheries
Rainer Froese, Daniel Pauly
2024· letter· en· Science· Environmental Science
machine prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Chiral anomaly without relativity
A. A. Burkov
2015· letter· en· Science· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Transcription factors read epigenetics
Timothy R. Hughes, Samuel A. Lambert
2017· letter· en· Science· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Weather makers
Fred Pearce
2020· article· en· Science· Environmental Science
machine prediction:candidate · noneconsensus · none
20
citations
affaboutunlabeled
Selling First Nations down the river
Jonathan W. Moore, Charmaine Carr‐Harris, Allen S. Gottesfeld, Donna Macintyre, David Radies, Mark Cleveland +5 more
2015· letter· en· Science· Social Sciences
machine prediction:candidate · noneconsensus · none
20
citations
aboutno affunlabeled
A record of ice sheet demise
Shaun A. Marcott, Jeremy D. Shakun
2017· letter· en· Science· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
20
citations
aboutno affunlabeled
Concerns for ozone recovery
Qing Liang, S. E. Strahan, Eric L. Fleming
2017· article· en· Science· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Falling star
Sofia Moutinho, Herton Escobar
2022· article· en· Science· Social Sciences
machine prediction:candidate · noneconsensus · none
20
citations
affunlabeled
The Plan to Unlock Lake Vostok
Mason Inman
2005· article· en· Science· Environmental Science
machine prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Glacier retreat crosses a line
Shawn J. Marshall
2014· letter· en· Science· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
19
citations
aboutno affunlabeled
Forest health in a changing world
Andrew M. Sugden, Julia Fahrenkamp-Uppenbrink, David Malakoff, Sacha Vignieri
2015· article· en· Science· Environmental Science
machine prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Stepping It Up
John R. Scheffer, Carl Scott
2001· article· en· Science· Materials Science
machine prediction:candidate · noneconsensus · none
18
citations
affunlabeled
A New Twist for Electron Beams
Rodney Herring
2011· letter· en· Science· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
18
citations
affunlabeled
A most unusual (super)predator
Boris Worm
2015· letter· en· Science· Environmental Science
machine prediction:candidate · noneconsensus · none
18
citations
affunlabeled
A deadly amphibian disease goes global
Dan A. Greenberg, Wendy J. Palen
2019· letter· en· Science· Environmental Science
machine prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Modeling the Solar Dynamo
Paul Charbonneau, Piotr K. Smolarkiewicz
2013· article· en· Science· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
18
citations
affunlabeled
The Diffusion of Microfinance
Abhijit Banerjee, Arun G. Chandrasekhar, Esther Duflo, Matthew O. Jackson
2012· preprint· en· Science· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
17
citations
affunlabeled
A matter of trust
Matthew Hutson
2017· article· en· Science· Engineering
machine prediction:candidate · noneconsensus · none
17
citations
affno abstractunlabeled
One for All?
Brian E. Ellis, Godfrey P. Miles
2001· letter· en· Science· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Finding Fault in Fault Zones
Kelin Wang
2010· letter· en· Science· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
16
citations
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