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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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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.

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.

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 11 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.

fundno affunlabeled
Electrochemical Doping of Two-Dimensional Superatomic Materials
Shoushou He, Jessica Yu, William D. H. Stinson, Claire A. Looney, Saya Okuno, Andrew C. Crowther +4 more
2024· article· en· Journal of the American Chemical Society· Materials Science
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Interlayer Charge Transfer Induced by Electronic Instabilities in the Natural van der Waals Heterostructure <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"> <mml:mrow> <mml:mn>4</mml:mn> <mml:msub> <mml:mrow> <mml:mi>H</mml:mi> </mml:mrow> <mml:mrow> <mml:mi>b</mml:mi> </mml:mrow> </mml:msub> <mml:mtext>−</mml:mtext> <mml:msub> <mml:mrow> <mml:mtext>TaS</mml:mtext> </mml:mrow> <mml:mrow> <mml:mn>2</mml:mn> </mml:mrow> </mml:msub> </mml:mrow> </mml:math>
R. Mathew Roy, Xiaolong Feng, M. Wenzel, Vicky Hasse, Chandra Shekhar, Maia G. Vergniory +3 more
2025· article· lv· Physical Review Letters· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
2
citations
affno abstractunlabeled
OFS-EFPI ultra-fine manometer based on nitrogen-doped MoS2 diaphragm
Ali Ojaghloo, Parviz Parvin, Hamed Moradi, Fatemeh Shahi, Reza Karimi, Joseph Sanderson
2024· article· en· Optics & Laser Technology· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Lightwave-controlled band engineering in quantum materials
S. Biswas, Sambit Mitra, Alvaro Jimenez-Galan, Marcel Neuhaus, Rui E. F. Silva, Vladimir Pervak +1 more
2023· preprint· en· Research Square· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
fundno affunlabeled
Exciton dynamics in marginally twisted <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mi>WS</mml:mi> <mml:msub> <mml:mi mathvariant="normal">e</mml:mi> <mml:mn>2</mml:mn> </mml:msub> </mml:mrow> </mml:math> homobilayer: Role of interlayer coupling, phonons, and intervalley scattering
Gyusu Lee, J.S. Kim, Ji‐Won Park, Andrew S. Kim, Jong Yun Choi, Kenji Watanabe +3 more
2025· article· lv· Physical review. B./Physical review. B· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
afffundunlabeled
Theory of excitonic complexes in gated <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:msub> <mml:mi>WSe</mml:mi> <mml:mn>2</mml:mn> </mml:msub> </mml:mrow> </mml:math> quantum dots
Daniel Miravet, Ludmiła Szulakowska, Maciej Bieniek, Katarzyna Sadecka, Marek Korkusiński, Paweł Hawrylak
2024· article· lv· Physical review. B./Physical review. B· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Spectroscopy on Black Phosphorus exfoliated down to the monolayer
Étienne Gaufrès, Alexandre Favron, Frédéric Fossard, Pierre L. Lévesque, Anne-Laurence Phaneuf-L’Heureux, S. Francoeur +2 more
2016· other· en· European Microscopy Congress 2016: Proceedings· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
afffundunlabeled
Growth of p-doped 2D-MoS2 on Al2O3 from spatial atomic layer deposition
André Maas, Kissan Mistry, Stephan Sleziona, Abdullah H. Alshehri, Hatameh Asgarimoghaddam, Kevin P. Musselman
2024· article· en· Journal of Vacuum Science & Technology A Vacuum Surfaces and Films· Materials Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
2D materials for optoelectronic devices
Maciej Bieniek, Ludmiła Szulakowska, Paweł Hawrylak
2019· article· en· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
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