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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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Solidification and crystal growth phenomena
Retraction
Abstract
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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
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

369 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.
369 works in the cohort · of 4,299,418page 1 of 8

Labels cover 0 of 369 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 369 of 369 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Phase-Field Crystals with Elastic Interactions
Peter Stefanovic, Mikko Haataja, Nikolas Provatas
2006· article· en· Physical Review Letters· Materials Science
distilled prediction:candidate · noneconsensus · none
300
citations
affunlabeled
Sharp interface limits of phase-field models
K. R. Elder, Martin Grant, Nikolas Provatas, J Kosterlitz
2001· article· en· Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
173
citations
afffundno abstractunlabeled
Orientation selection in solidification patterning
Morteza Amoorezaei, S. M. Gurevich, Nikolas Provatas
2011· article· en· Acta Materialia· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
85
citations
affunlabeled
Phase-field modeling of eutectic growth
François Drolet, K. R. Elder, Martin Grant, J Kosterlitz
2000· article· en· Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
80
citations
affno abstractunlabeled
Kinetics of scrap melting in liquid steel
Jianghua Li, Nikolas Provatas, Geoffrey Brooks
2005· article· en· Metallurgical and Materials Transactions B· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
67
citations
fundno affunlabeled
Triviality of the 2D stochastic Allen-Cahn equation
Martin Hairer, Marc D. Ryser, Hendrik Weber
2012· article· en· Electronic Journal of Probability· Materials Science
distilled prediction:candidate · noneconsensus · none
62
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
Atomized droplet solidification as an equiaxed growth model
Romulo Heringer, Charles‐André Gandin, G. Lesoult, H. Henein
2006· article· en· Acta Materialia· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
43
citations
affunlabeled
The Kirkendall effect in the phase field crystal model
K. R. Elder, Katsuyo Thornton, J.J. Hoyt
2010· article· en· The Philosophical Magazine A Journal of Theoretical Experimental and Applied Physics· Materials Science
distilled prediction:candidate · noneconsensus · none
43
citations

How this was built: Screen · Findings · About