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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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Adhesion, Friction, and Surface 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.

481 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.
481 works in the cohort · of 4,299,418page 8 of 10

Labels cover 0 of 481 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 481 of 481 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Experimental Investigation of Contact Heat Transfer at High Pressures
Tim Göttlich, Thorsten Helmig, Nicklas Gerhard, Thomas Bergs, Reinhold Kneer
2022· article· en· Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Contact of rough surfaces in presence of interfacial fluid flow
Vladislav A. Yastrebov, Andrei G. Shvarts, Guillaume Anciaux, Julien Vignollet, Jean‐François Molinari
2019· preprint· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
afffundunlabeled
Design of rough particles in colloidal systems
Duowei Lu, Pedram Fatehi
2025· article· en· Colloids and Interface Science Communications· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Arboreal Locomotion: Moving in the Trees
Delyle T. Polet, John E. A. Bertram
2021· other· en· Encyclopedia of Life Sciences· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
SuperCorals_Experimentdata
Érika P. Santoro, Anny Cárdenas, Christian R. Voolstra, Raquel S. Peixoto
2023· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Engineering
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
SHE'S GOT LEGS...
Douglas S. Fudge
2007· article· en· Journal of Experimental Biology· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Adhesion on Nanoorganized Multilayers
Yolla Kazzi, Houssein Awada
2011· article· en· Advances in Physical Chemistry· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Supercoiled polymer-actuated pinch valve
Konstantin L. Borissov, Henry Tran, John D. W. Madden
2021· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Indentation into a plastic fluid layer
Thomasina V. Ball, Neil J. Balmforth, Ian Hewitt
2019· article· en· APS Division of Fluid Dynamics Meeting Abstracts· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About