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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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The Leading Edge
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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.

637 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.
637 works in the cohort · of 4,299,418page 12 of 13

Labels cover 0 of 637 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 637 of 637 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
An introduction to this Special Section
Larry Lines
2000· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Review
William R. Green, Aldo Vesnaver, William A. Schneider
2003· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Reviews
Dimitri Bevc, William R. Green
2005· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Signals
Larry Lines, Albin K. Kerekes
2001· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Reviews
William R. Green
2020· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Abstracts are due already!
Peter D. Cary
2000· article· en· The Leading Edge· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Reviews
Patrick Taylor, William R. Green
2012· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
GAC Spotlight
Michael Burianyk, Constantin Ștefan Sava, Maurizio Fedi, Maxim Podberezhny, Consuelo Garcia Moyonero, Neeraj Duhoon +3 more
2005· article· en· The Leading Edge· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Reviews
Dimitri Bevc, Larry Lines, Sven Treitel, W.A. Sandham
2018· article· en· The Leading Edge· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Reviews
William R. Green, Dimitri Bevc
2019· article· en· The Leading Edge· Energy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
State of the Net
Christy McGill
2000· article· en· The Leading Edge· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Reviews
Richard M. Irvine, Ray Wood, Lanbo Liu, William R. Green, David P. Bartel
2016· article· en· The Leading Edge· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Thermal effective stress in shales
Jeremy Gallop
2019· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
GAC Spotlight
Michael Burianyk, Konstantin Osypov, Evgeny Landa, Vladimir Tcheverda
2006· article· en· The Leading Edge· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
sneak Previews
Gerard T. Schuster
2004· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Reviews
Bob Avakian, William R. Green
2013· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Reviews
Peter D. Cary, William A. Schneider, Bill Dillon, William R. Green
2000· article· en· The Leading Edge· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
GAC Spotlight
Mike Burianyk, V.V. Kuznetsov, Bastiaan Bouma
2008· article· en· The Leading Edge· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
An introduction to this special section
Michael E. Enachescu, Larry Lines
2001· article· en· The Leading Edge· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
SEG/EAGE Summer Research Workshop
2004· article· en· The Leading Edge· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Reviews
William R. Green
2015· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Introduction to this special section: Latin America
Antonio J. Velásquez, V. O. Ramirez, Sergio Chávez‐Pérez, Baishali Roy, Julie Shemeta
2018· article· en· The Leading Edge· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Signals
Héctor Alfonso, Brian Russell, Martin Hertzberg, Calvin A. Parker, Wayne D. Pennington, Roger M. Turpening
2010· article· en· The Leading Edge· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Reviews
Wooil M. Moon, Ludmila Adam
2017· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Earth Science Week
Julie Jackson
2000· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
State of the Net
Christy McGill
2000· article· en· The Leading Edge· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Full Spectrum
Ellie P. Ardakani, Leslie Marasco, Hendratta Ali
2018· article· en· The Leading Edge· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Memorial
Peter I. Bediz
2004· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Reviews
David C. Bartel, R.E. Sheriff, William R. Green, Patrick Taylor, Fred Kofi Boadu, Sven Treitel +3 more
2005· article· en· The Leading Edge· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
From the Other Side
2001· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Memorial
Garnet Wood
2006· article· en· The Leading Edge· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Petroleum geophysics in Ukraine
Michael Burianyk
2003· article· en· The Leading Edge· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Sections/Associated Societies Focus
Hitoshi Mikada
2014· article· en· The Leading Edge· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
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