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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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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
Evidence
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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 4 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.

affunlabeled
Human interactive liquid crystal fiber arrays
Samuël A.M. Weima, Reza Norouzikudiani, Jaeryang Baek, Jacques Peixoto, Thierry K. Slot, Dirk J. Broer +2 more
2024· article· en· Science Advances· Engineering
distilled prediction:candidate · noneconsensus · none
25
citations
fundno affunlabeled
Wrinkling and folding of thin films by viscous stress
Sourav Chatterjee, Christina Mcdonald, Jiani Niu, Sachin Velankar, Peng Wang, Rui Huang
2014· article· en· Soft Matter· Engineering
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Freeform quad-based kirigami
Caigui Jiang, Florian Rist, Helmut Pottmann, Johannes Wallner
2020· article· en· ACM Transactions on Graphics· Engineering
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Zipper Unfoldings of Polyhedral Complexes
Erik D. DemaineMartin, L. Demaine, Anna Lubiw, Jonah L. Shallit
2010· article· en· Canadian Conference on Computational Geometry· Engineering
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Friction of Wrinkles
Hamid Mohammadi, Martin H. Müser
2010· article· en· Physical Review Letters· Engineering
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Foldem
Varun Perumal C, Daniel Wigdor
2016· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Onion artificial muscles
Chien‐Chun Chen, Wen‐Pin Shih, Pei‐Zen Chang, Hsi‐Mei Lai, Shing‐Yun Chang, Pin‐Chun Huang +1 more
2015· article· en· Applied Physics Letters· Engineering
distilled prediction:candidate · noneconsensus · none
16
citations

How this was built: Screen · Findings · About