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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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2D Materials and Applications
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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.

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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.

654 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.
654 works in the cohort · of 4,299,418page 13 of 14

Labels cover 0 of 654 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 654 of 654 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Conclusions and Future Work
Cailian Chen, Shanying Zhu, Xinping Guan, Xuemin Shen
2014· book-chapter· en· SpringerBriefs in computer science· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Scalable and Cost-Effective Synthesis of 2D Materials
Krishna K. Yadav, Sunaina Sunaina, Supriya Rana, Sujit Kumar Guchhait
2024· book-chapter· en· Engineering materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
afffundunlabeled
Electrically tunable <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:msub> <mml:mi>MoSe</mml:mi> <mml:mn>2</mml:mn> </mml:msub> <mml:mo>/</mml:mo> <mml:msub> <mml:mi>WSe</mml:mi> <mml:mn>2</mml:mn> </mml:msub> </mml:mrow> </mml:math> heterostructure-based quantum dot
Katarzyna Sadecka, Maciej Bieniek, Paulo E. Faria, Arkadiusz Wójs, Paweł Hawrylak, Jarosław Pawłowski
2025· article· lv· Physical review. B./Physical review. B· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
0
citations
affno abstractunlabeled
TCS Special Issue on Selected Papers from AlgoWin 2023
Konstantinos Georgiou, Evangelos Kranakis
2025· article· en· Theoretical Computer Science· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
The Great Temple of Tenochtitlan
2024· article· en· Zenodo (CERN European Organization for Nuclear Research)· Materials Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
A Thin Film Black Phosphorus Light-Emitting Diode
Junjia Wang, Adrien Rousseau, Mei Yang, Tony Low, S. Francoeur, Stéphane Kéna‐Cohen
2020· article· en· Conference on Lasers and Electro-Optics· Materials Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Conclusions and Future Works
Tho Le‐Ngoc, Yuanzhe Gong, Mobeen Mahmood
2025· book-chapter· en· Wireless networks· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Plasma Thinning of Large Black Phosphorus Flakes
Valérie Lefebvre, Léonard Schué, Christophe Clément, Richard Martel
2020· article· en· ECS Meeting Abstracts· Materials Science
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About