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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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Fluid Dynamics Simulations and Interactions
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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
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

680 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.
680 works in the cohort · of 4,299,418page 8 of 14

Labels cover 1 of 680 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 680 of 680 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Resolved DEM-CFD coupling for wave-armour blocks interactions
Matthieu Barcet, William Benguigui, Jérôme Laviéville, Michel Benoît, Anthony Wachs, Pascal Fede +1 more
2025· article· en· Ocean Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Suppressing violent sloshing flow in food serving robots
Jinsuk Choi, Wookyong Kwon, Kwanwoong Yoon, Seongwon Yoon, Young Sam Lee, Soo Jeon +1 more
2024· article· en· Robotics and Autonomous Systems· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
IMPACT OF LIQUID SLOSHING ON THE VEHICLE TANK DESIGN
M. Toumi, Mohamed Bouazara, Marc J. Richard
2008· article· fr· La revue Sciences & Technologie (University of the Mentouri Constantine Brothers)· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
AmeriFlux FLUXNET-1F CA-NS5 UCI-1981 burn site
Mike Goulden
2022· dataset· en· OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)82605-7
2000· article· en· Time to knit· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
afffundunlabeled
Tidal forces in collapsing compact objects
Ashok B. Joshi, Dipanjan Dey, Pankaj S. Joshi, Vivekkumar R. Tank
2024· article· en· Physical review. D/Physical review. D.· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations

How this was built: Screen · Findings · About