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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.

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
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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 4 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.

affunlabeled
Efficient spherical-wave AVO modeling
Charles P. Ursenbach, Arnim B. Haase, Jonathan E. Downton
2007· article· en· The Leading Edge· Engineering
distilled prediction:candidate · noneconsensus · none
16
citations
affaboutunlabeled
Seismic pursuit of wormholes
Larry Lines, Sandy Chen, P. F. Daley, Joan Embleton, Larry Mayo
2003· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
15
citations
afffundunlabeled
Frugal full-waveform inversion: From theory to a practical algorithm
Felix J. Herrmann, Ian Hanlon, Rajiv Kumar, Tristan van Leeuwen, Li Xiang, Brendan Smithyman +4 more
2013· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
15
citations
affunlabeled
Neural networks and AVO
Brian Russell, Christopher P. Ross, Larry Lines
2002· article· en· The Leading Edge· Computer Science
distilled prediction:candidate · noneconsensus · none
14
citations
aboutno affunlabeled
State of the Net
Karen Wolf
2000· article· en· The Leading Edge· Social Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
An introduction to this special section: Shales
Bruce S. Hart, Colin M. Sayers, Alan P. Jackson
2011· article· en· The Leading Edge· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
fundno affunlabeled
High-resolution MCS in deepwater
J. F. Gettrust, Warren T. Wood, Stephen E. Spychalski
2004· article· en· The Leading Edge· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
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