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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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Advanced Materials and Mechanics
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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.

563 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.
563 works in the cohort · of 4,299,418page 7 of 12

Labels cover 0 of 563 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 563 of 563 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Tunable Multiplanar Nanowrinkled Surface Platform
Bethany R. Hughes, Seyed‐Shahriar Riazi, Lauren Romita, Stephen D. Waldman, Dae Kun Hwang
2018· article· en· Advanced Materials Interfaces· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
venueno affunlabeled
Rigid foldability is NP-hard
Hugo A. Akitaya, Erik D. Demaine, Takashi Horiyama, Thomas C. Hull, Jason S. Ku, Tomohiro Tachi
2018· article· en· Journal of Computational Geometry (Carleton University)· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Folding polyominoes with holes into a cube
Erik D. Demaine, Martin L. Demaine, Klara Mundilova
2020· article· en· DSpace@MIT (Massachusetts Institute of Technology)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Focus on 4D materials design and additive manufacturing
Mahdi Bodaghi, Suong V. Hoa, Thomas Gries, Antoine Le Duigou, Yonas Tadesse, Lining Yao +1 more
2023· article· en· Smart Materials and Structures· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
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How this was built: Screen · Findings · About