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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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Advanced 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
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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 8 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.

affunlabeled
Redox‐Tunable Defects in Colloidal Photonic Crystals
Friederike Fleischhaker, André C. Arsenault, Z. Wang, Vladimir Kitaev, F. C. Peiris, Georg von Freymann +3 more
2005· article· en· Advanced Materials· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
75
citations
fundno affunlabeled
Imaging Domain Reversal in an Ultrathin Van der Waals Ferromagnet
David A. Broadway, Sam C. Scholten, Cheng Tan, Nikolai Dontschuk, Scott E. Lillie, Brett C. Johnson +9 more
2020· article· en· Advanced Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
74
citations
affunlabeled
Nanostructured Fullerene Films
S. Barazzouk, Surat Hotchandani, Prashant V. Kamat
2001· article· en· Advanced Materials· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · none
71
citations
fundno affunlabeled
Ultrasound‐Triggered Enzymatic Gelation
Valeria Nele, Carolyn E. Schutt, Jonathan P. Wojciechowski, Worrapong Kit‐Anan, James Doutch, James P. K. Armstrong +1 more
2020· article· en· Advanced Materials· Medicine
distilled prediction:candidate · noneconsensus · none
71
citations
affunlabeled
Inverted Colloidal Quantum Dot Solar Cells
Gi‐Hwan Kim, Bright Walker, Hak‐Beom Kim, Jin Young Kim, Edward H. Sargent, Jongnam Park
2014· article· en· Advanced Materials· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
70
citations
affunlabeled
Chemical‐to‐Electricity Carbon: Water Device
Sisi He, Yueyu Zhang, Longbin Qiu, Longsheng Zhang, Yun Xie, Jian Pan +13 more
2018· article· en· Advanced Materials· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
66
citations
afffundunlabeled
Tunable Diffraction Gratings from Biosourced Lyotropic Liquid Crystals
Yuanyuan Cao, Pei‐Xi Wang, Francesco D’Acierno, Wadood Y. Hamad, Carl A. Michal, Mark J. MacLachlan
2020· article· en· Advanced Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
66
citations

How this was built: Screen · Findings · About