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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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Material Dynamics and Properties
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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.

666 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.
666 works in the cohort · of 4,299,418page 2 of 14

Labels cover 0 of 666 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 666 of 666 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Advances in the study of supercooled water
Paola Gallo, Johannes Bachler, L. E. Bove, R. Böhmer, Gaia Camisasca, Luis Enrique Coronas +13 more
2021· review· en· The European Physical Journal E· Materials Science
machine prediction:candidate · noneconsensus · none
94
citations
afffundunlabeled
Cooperative strings and glassy interfaces
Thomas Salez, Justin Salez, Kari Dalnoki‐Veress, Élie Raphaël, James A. Forrest
2015· article· en· Proceedings of the National Academy of Sciences· Materials Science
machine prediction:candidate · noneconsensus · none
92
citations
affunlabeled
Polymer-Mediated Melting in Ultrasoft Colloidal Gels
Emmanuel Stiakakis, D. Vlassopoulos, Christos N. Likos, Jacques Roovers, G. Meier
2002· article· en· Physical Review Letters· Materials Science
machine prediction:candidate · noneconsensus · none
90
citations
affunlabeled
Phase diagram of silica from computer simulation
Ivan Saika‐Voivod, Francesco Sciortino, Tor Grande, Peter H. Poole
2004· article· en· Physical Review E· Materials Science
machine prediction:candidate · noneconsensus · none
83
citations
affunlabeled
Microscopic Dynamics of Recovery in Sheared Depletion Gels
Bonghoon Chung, Subramanian Ramakrishnan, Ranjini Bandyopadhyay, Dingshan Liang, Charles F. Zukoski, James L. Harden +1 more
2006· article· en· Physical Review Letters· Materials Science
machine prediction:candidate · noneconsensus · none
74
citations
affno abstractunlabeled
Structural Relaxation of Acetaminophen Glass
Lina Gunawan, G. P. Johari, Ravi Shanker
2006· article· en· Pharmaceutical Research· Materials Science
machine prediction:candidate · noneconsensus · none
70
citations
affunlabeled
Density Fluctuations in Liquid Water
Niall J. English, John S. Tse
2011· article· en· Physical Review Letters· Materials Science
machine prediction:candidate · noneconsensus · none
70
citations
affunlabeled
Solid-phase structures of the Dzugutov pair potential
Johannes Roth, Alan R. Denton
2000· article· en· Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics· Materials Science
machine prediction:candidate · noneconsensus · none
69
citations
affunlabeled
Does water need a new Tg?
G. P. Johari
2002· article· en· The Journal of Chemical Physics· Materials Science
machine prediction:candidate · noneconsensus · none
67
citations
afffundunlabeled
Gelation on the microscopic scale
Felix K. Oppong, John R. de Bruyn
2008· article· en· Physical Review E· Materials Science
machine prediction:candidate · noneconsensus · none
64
citations
affno abstractunlabeled
Free volume dependence of polymer viscosity
L. A. Utracki, Tomáš Sedláček
2006· article· en· Rheologica Acta· Materials Science
machine prediction:candidate · noneconsensus · none
64
citations
affunlabeled
Three-dimensional “Mercedes-Benz” model for water
Cristiano L. Dias, Tapio Ala-Nissilä, Martin Grant, Mikko Karttunen
2009· article· en· The Journal of Chemical Physics· Materials Science
machine prediction:candidate · noneconsensus · none
61
citations

How this was built: Screen · Findings · About