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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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Journal of materials research/Pratt's guide to venture capital sources
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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.

192 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.
192 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 192 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 192 of 192 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
An embedded-atom method interatomic potential for Pd–H alloys
Xiaowang Zhou, Jonathan A. Zimmerman, Bryan M. Wong, J.J. Hoyt
2008· article· en· Journal of materials research/Pratt's guide to venture capital sources· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
94
citations
afffundunlabeled
Nanostructured high-entropy materials
Michel J.R. Haché, Changjun Cheng, Yu Zou
2020· article· en· Journal of materials research/Pratt's guide to venture capital sources· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
85
citations
afffundno abstractunlabeled
Review on recent progress in Al–Mg–Si 6xxx conductor alloys
Siamak Nikzad Khangholi, Mousa Javidani, Alexandre Maltais, X. Grant Chen
2022· article· en· Journal of materials research/Pratt's guide to venture capital sources· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
80
citations
afffundno abstractunlabeled
Growth behavior of evaporated porous thin films
D. Vick, T. Smy, Michael J. Brett
2002· article· en· Journal of materials research/Pratt's guide to venture capital sources· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
68
citations
afffundno abstractunlabeled
Nanomechanical studies of high-entropy alloys
Yu Zou
2018· article· en· Journal of materials research/Pratt's guide to venture capital sources· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
49
citations
affunlabeled
Durable bistable auxetics made of rigid solids
Lu Liu, Ahmad Rafsanjani, Damiano Pasini
2017· article· en· Journal of materials research/Pratt's guide to venture capital sources· Engineering
distilled prediction:candidate · noneconsensus · none
48
citations
fundno affno abstractunlabeled
Homogeneous nanocellular foams from styrenic-acrylic polymer blends
Stéphane Costeux, Shana P. Bunker, Hyun K. Jeon
2013· article· en· Journal of materials research/Pratt's guide to venture capital sources· Materials Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
43
citations
affno abstractunlabeled
Elephant ivory: A low thermal conductivity, high strength nanocomposite
Michael B. Jakubinek, Champika Samarasekera, Mary Anne White
2006· article· en· Journal of materials research/Pratt's guide to venture capital sources· Materials Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
39
citations
affno abstractunlabeled
Nanostructured Gold Thin Films Prepared by Pulsed Laser Deposition
Éric Irissou, Boris Le Drogoff, M. Chaker, Michel L. Trudeau, Daniel Guay
2004· article· en· Journal of materials research/Pratt's guide to venture capital sources· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
36
citations
affno abstractunlabeled
Electronic structure of free-standing InP and InAs nanowires
Benny Lassen, Morten Willatzen, Roderick Melnik, L. C. Lew Yan Voon
2006· article· en· Journal of materials research/Pratt's guide to venture capital sources· Engineering
distilled prediction:candidate · noneconsensus · none
29
citations

How this was built: Screen · Findings · About