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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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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.

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
A Materials Acceleration Platform for Organic Laser Discovery
Tony Wu, Andrés Aguilar‐Granda, Kazuhiro Hotta, Sahar Alasvand Yazdani, Robert Pollice, Jenya Vestfrid +9 more
2022· article· en· Advanced Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
54
citations
aboutno affunlabeled
Efficient Delivery of Gold Nanoparticles by Dual Receptor Targeting
Sanjib Bhattacharyya, Jameel Ahmad Khan, Geoffry L. Curran, J. David Robertson, Resham Bhattacharya, Priyabrata Mukherjee
2011· article· en· Advanced Materials· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
51
citations
afffundunlabeled
Liquid‐Templating Aerogels
Seyyed Alireza Hashemi, Ahmadreza Ghaffarkhah, Milad Goodarzi, Amir Nazemi, Gabriel Banvillet, Abbas S. Milani +7 more
2023· article· en· Advanced Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
51
citations
affunlabeled
Selectively Transparent and Conducting Photonic Crystals
Paul G. O’Brien, Daniel P. Puzzo, Alongkarn Chutinan, Leonardo D. Bonifacio, Geoffrey A. Ozin, Nazir P. Kherani
2009· article· en· Advanced Materials· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
51
citations
afffundunlabeled
Programmable Assembly of π‐Conjugated Polymers
Garion E. J. Hicks, Sheng Li, Nimrat K. Obhi, Charles N. Jarrett‐Wilkins, Dwight S. Seferos
2021· review· en· Advanced Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
49
citations
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