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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.

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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AIAA SCITECH 2022 Forum
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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
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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.

41 results · 1 filter active ·
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20222022
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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.
41 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 41 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 41 of 41 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
End of Life Deorbiting Module for Small Satellites
Alina Toidjanov, Behzad Fakour, Vijay Chatoorgoon, Philip Ferguson
2022· article· en· AIAA SCITECH 2022 Forum· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Deep neural network for airfoil optimization
Wenhui Peng, Yao Zhang, Michel C. Desmarais
2022· article· en· AIAA SCITECH 2022 Forum· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Physics-Based Ejector Force Model
Eric Stenftenagel, Glenn Gebert
2022· article· en· AIAA SCITECH 2022 Forum· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Effects of Textured Surfaces on Skin Friction
Hunter Zillmer, Nathan Richardson, Glenn Gebert
2022· article· en· AIAA SCITECH 2022 Forum· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Ad-hoc Stigmeric Load Balancing
David K. Faulk, Thomas Frey, Logan Holkem
2022· article· en· AIAA SCITECH 2022 Forum· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
OP2A: A Multiphysics Fluid Simulation Framework
Thomas J. Greenslade, Nathan Donaldson, Minkwan Kim
2022· article· en· AIAA SCITECH 2022 Forum· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About