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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.

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.

637 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
637 works in the cohort · of 4,299,418page 13 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
CSEG and its DoodleTrain
Mike Burianyk
2005· article· en· The Leading Edge· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
From the Editorial Board
Tad Smith
2013· article· en· The Leading Edge· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
CSEG interview: Sven Treitel
Sven Treitel
2004· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Correction
2001· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Reviews
Sven Treitel, Michael A. Slawiński, William R. Green, Ronald Green
2004· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
GAC reports on recent meetings
Samir Abdel Moaty, Dave Pitcher, Javier Núñez, Toshihiro Uchida, John A. McDonald
2001· article· en· The Leading Edge· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reviews
William R. Green, Patrick R. Taylor
2016· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
SEG: A global working place
Panos G. Kelamis
2007· article· en· The Leading Edge· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reviews
Robert E. Sheriff, William R. Green, Ray Wood, Abe Palaz, B. C. Scheffers, Fouad Michael
2002· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Reviews
William R. Green
2012· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Member Services
Ashley Eber
2016· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
SEG Books go online
Ted Bakamjian
2010· article· en· The Leading Edge· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
President's Page
Madeline Dana Lee
2018· article· en· The Leading Edge· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Reviews
David C. Bartel, William R. Green
2007· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Reviews
Bob Avakian, William R. Green
2021· article· en· The Leading Edge· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Reviews
William R. Green, Edward S. Krebes, W.A. Sandham
2020· article· en· The Leading Edge· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Reviews
Wooil M. Moon, Robert E. Sheriff, R.W. Saltus
2005· article· en· The Leading Edge· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Reviews
L. C. Lawyer, R. E. Sheriff, William R. Green
2006· article· en· The Leading Edge· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Reviews
David P. Bartel, Andreas Rüger, Wooil M. Moon, William R. Green
2015· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Section News
2001· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Signals
Ian T. Ferguson, Mitsuo Ishida
2005· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Reviews
David P. Bartel, Patrick Taylor, William R. Green, Andreas Rüger
2015· article· en· The Leading Edge· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
The upstream independent of the future
G. Steven Farris
2004· article· en· The Leading Edge· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reviews
David C. Bartel, D. B. Snyder, Patrick Taylor, Adam Gersztenkorn, Fouad Michael
2001· article· en· The Leading Edge· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
2013 SEG Forum on Microseismic Technology
Werner M. Heigl, S. Maxwell, Julie Shemeta, Anca Rosca, Ulrich Zimmer, Michael Thornton
2013· article· en· The Leading Edge· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Catching a (micro)break in Wyoming
Peter Duncan
2008· article· en· The Leading Edge· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Professional Development
Kathy Fernando
2017· article· en· The Leading Edge· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Mutating SEG
Mike Burianyk, Michael E. Enachescu, Mary LEE, Evgeny Landa, Sergio Chávez-pérez, Javier Díaz
2004· article· vi· The Leading Edge· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affunlabeled
Top 10 geophysics books
W. R. Green
2006· article· en· The Leading Edge· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
GAC Spotlight
Aldo Vesnaver, Vaughn Ball, C. Iacob, A. Bocin
2006· article· en· The Leading Edge· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Reviews
William R. Green, Doo Jung Jin
2010· article· en· The Leading Edge· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Reviews
Stephen J. Hill, William R. Green, R.W. Saltus, David C. Bartel
2008· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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