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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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GaN-based semiconductor devices and materials
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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
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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.

862 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.
862 works in the cohort · of 4,299,418page 10 of 18

Labels cover 0 of 862 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 862 of 862 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Thermal Droop Effects in AlGaN Ultraviolet-C Light-Emitting Diodes
Nirmal Anand, Junjie Kang, Bejoy Sikder, Christy Giji Jenson, Md Zunaid Baten, Sharif Md. Sadaf
2024· article· en· ACS Applied Electronic Materials· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affunlabeled
High efficiency AlGaN deep ultraviolet light emitting diodes on silicon
Zetian Mi, Songrui Zhao, Ashfiqua T. Connie, Hadi Tavakoli Dastjerdi
2015· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
afffundunlabeled
Thermal Impedance Extraction From Electrical Measurements for Double‐Ended Gate Transistors
Adrien Cutivet, Meriem Bouchilaoun, Ahmed Chakroun, Christophe Rodriguez, A. Soltani, Abdelatif Jaouad +2 more
2017· article· en· Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
4
citations
affunlabeled
True‐blue laser diodes grown by plasma‐assisted MBE on bulk GaN substrates
G. Muzioł, Henryk Turski, M. Siekacz, P. Wolny, Marta Sawicka, Szymon Grzanka +6 more
2014· article· en· Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · metaepi_narrow
4
citations
fundno affunlabeled
p-GaN Contact Study by Means of Electrochemical Short Loop
Sidharth Suman, Brigitte Martin, Ludovic Dupré, Fabien Rol, Roselyne Templier, E. Martínez +2 more
2022· article· en· ECS Advances· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
afffundunlabeled
InN@SiO<sub>2</sub> Nanomaterials as New Blue Light Emitters
Prabhakaran Munusamy, Venkataramanan Mahalingam, Frank C. J. M. van Veggel
2008· article· en· European Journal of Inorganic Chemistry· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
fundno affunlabeled
AlGaN/GaN Transistors and Circuits
J. A. Bardwell, Tim Lester, Haipeng Tang, Bob Surridge, A.J. Harrison, Andy K. S. Lau
2008· article· en· ECS Transactions· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
Modeling of GaN/AlN heterostructure-based nano pressure sensors
Sunil Patil, Niraj Sinha, Roderick Melnik
2009· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
afffundunlabeled
Van der Waals quantum dots on layered hexagonal boron nitride
Yuanpeng Wu, Yixin Xiao, Ying Zhao, Yifan Shen, Kai Sun, Boyu Wang +9 more
2025· article· en· Proceedings of the National Academy of Sciences· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
4
citations

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