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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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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.

62 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.
62 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 62 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 62 of 62 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Lithium-sulfur batteries
Linda F. Nazar, Marine Cuisinier, Quanquan Pang
2014· article· en· MRS Bulletin· Engineering
distilled prediction:candidate · noneconsensus · none
313
citations
fundno affno abstractunlabeled
Materials challenges in rechargeable lithium-air batteries
David G. Kwabi, Nagore Ortiz‐Vitoriano, Stefan A. Freunberger, Yuhui Chen, N. Imanishi, Peter G. Bruce
2014· article· en· MRS Bulletin· Engineering
distilled prediction:candidate · noneconsensus · none
140
citations
affno abstractunlabeled
Deformation twinning in hexagonal materials
Xiaozhou Liao, Jian Wang, Jian‐Feng Nie, Yanyao Jiang, Peidong Wu
2016· article· en· MRS Bulletin· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
99
citations
afffundunlabeled
Conducting materials as building blocks for electronic textiles
Anja Lund, Yunyun Wu, Benji Fenech‐Salerno, Felice Torrisi, Tricia Breen Carmichael, Christian Müller
2021· review· en· MRS Bulletin· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
74
citations
affno abstractunlabeled
Solute trapping in rapid solidification
Tatu Pinomaa, Anssi Laukkanen, Nikolas Provatas
2020· article· en· MRS Bulletin· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
55
citations
affno abstractunlabeled
Semiconductor materials for x-ray detectors
David Pennicard, B. Pirard, О. П. Толбанов, Krzysztof Iniewski
2017· article· en· MRS Bulletin· Engineering
distilled prediction:candidate · noneconsensus · none
50
citations
affno abstractunlabeled
Quantum plasmonics
Zubin Jacob
2012· article· en· MRS Bulletin· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
38
citations
affunlabeled
Artificial intelligence for materials research at extremes
Benji Maruyama, Jason Hattrick‐Simpers, William D. Musinski, Lori Graham‐Brady, Kang Li, Jonathan Hollenbach +2 more
2022· article· en· MRS Bulletin· Materials Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
19
citations
afffundno abstractunlabeled
How to build an effective self-driving laboratory
Benjamin P. MacLeod, Fraser G. L. Parlane, Curtis P. Berlinguette
2023· article· en· MRS Bulletin· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
affno abstractunlabeled
Novel characterization of dopant-based qubits
B. Voisin, Joe Salfi, Rajib Rahman, Sven Rogge
2021· article· en· MRS Bulletin· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
afffundunlabeled
Recent advances in personalized 3D bioprinted tissue models
Jonathan Walters-Shumka, Stefano Sorrentino, Haakon B. Nygaard, Stephanie M. Willerth
2023· article· en· MRS Bulletin· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
afffundno abstractunlabeled
Influence of protein addition in plant-based cheese
Cameryn Sanders, Stacie Dobson, Alejandro G. Marangoni
2024· article· en· MRS Bulletin· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affno abstractunlabeled
Workshop focuses on the rise in MSE undergraduates
Susan B. Sinnott, David F. Bahr, Angus Rockett, M. D. Williams, Hatem S. Zurob
2021· article· en· MRS Bulletin· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
MRS volume 43 issue 7 Cover and Front matter
Natalie Larocco, Christina Wyatt, David J. Flannigan, Aaron M. Lindenberg, Ding‐Shyue Yang, Bolin Liao +27 more
2018· article· en· MRS Bulletin· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations

How this was built: Screen · Findings · About