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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
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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.

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 2 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
Recent Results in Computational Origami
Erik D. Demaine, Martin L. Demaine
2002· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
74
citations
affunlabeled
Smart scaffolds in tissue regeneration
Samad Ahadian, Ali Khademhosseini
2018· article· en· Regenerative Biomaterials· Engineering
distilled prediction:candidate · noneconsensus · none
69
citations
fundno affno abstractunlabeled
Solitary waves in a bistable lattice
Shmuel Katz, Sefi Givli
2018· article· en· Extreme Mechanics Letters· Engineering
distilled prediction:candidate · noneconsensus · none
69
citations
affunlabeled
Mechanically mutable polymer enabled by light
Feng Cai, Bowen Yang, Xuande Lv, Wei Feng, Haifeng Yu
2022· article· en· Science Advances· Engineering
distilled prediction:candidate · noneconsensus · none
56
citations
afffundunlabeled
Electrically driven liquid crystal network actuators
Yao‐Yu Xiao, Zhi‐Chao Jiang, Xin‐Shi Chen, Yue Zhao
2022· review· en· Soft Matter· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
52
citations
affunlabeled
Metasilicone
Jonas Zehnder, Espen Knoop, Moritz Bächer, Bernhard Thomaszewski
2017· article· en· ACM Transactions on Graphics· Engineering
distilled prediction:candidate · noneconsensus · none
45
citations
affunlabeled
Swelling-induced morphology in ultrathin supported films of<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mi mathvariant="normal">poly</mml:mi><mml:mo>(</mml:mo><mml:mi>d</mml:mi><mml:mo>,</mml:mo><mml:mi>l</mml:mi><mml:mo>−</mml:mo><mml:mi mathvariant="normal">lactide</mml:mi><mml:mo>)</mml:mo></mml:math>
James S. Sharp, Richard A. Jones
2002· article· lv· Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics· Engineering
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
44
citations
afffundunlabeled
Embedded thin shells for wrinkle simulation
Olivier Rémillard, Paul G. Kry
2013· article· en· ACM Transactions on Graphics· Engineering
distilled prediction:candidate · noneconsensus · none
44
citations
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