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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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Icing and De-icing Technologies
Retraction
Abstract
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Study design
Label agreement
Label status

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.

804 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.
804 works in the cohort · of 4,299,418page 3 of 17

Labels cover 1 of 804 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 804 of 804 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Mathematical Model of Ice Melting on Transmission Lines
Sergey Sadov, P. N. Shivakumar, D. Firsov, S. H. Lui, Ruppa K. Thulasiram
2006· article· en· Journal of Mathematical Modelling and Algorithms· Engineering
distilled prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Turbulence Modeling of Iced Wind Turbine Airfoils
Fahed Martini, Hussein Ibrahim, Leidy Tatiana Contreras Montoya, Patrick Rizk, Adrian Ilinca
2022· article· en· Energies· Engineering
distilled prediction:candidate · noneconsensus · none
28
citations
afffundunlabeled
Numerical simulation of a hot-air anti-icing system
Farooq Saeed, François Morency, Ion Paraschivoiu
2000· article· en· 38th Aerospace Sciences Meeting and Exhibit· Engineering
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
A new model of spongy icing from first principles
Ryan Blackmore, Lasse Makkonen, Edward P. Lozowski
2002· article· en· Journal of Geophysical Research Atmospheres· Engineering
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Shear-driven droplet coalescence and rivulet formation
Sara Moghtadernejad, Mohsen Jadidi, Nabil Esmail, Ali Dolatabadi
2015· article· en· Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science· Engineering
distilled prediction:candidate · noneconsensus · none
25
citations
afffundno abstractunlabeled
AIRBUS Flight Tests in High Total Water Content Regions
Alice Grandin, Jean-Michel Merle, Marc André Weber, J. W. Strapp, Alain Protat, Patrick T. King
2014· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
23
citations
afffundunlabeled
Design optimization of hot-air anti-icing systems by FENSAP-ICE
Mathieu Pellissier, Wagdi G. Habashi, Alberto Pueyo
2010· article· en· 48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition· Engineering
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
22
citations
affno abstractunlabeled
Cohesive strength and fracture toughness of atmospheric ice
Valérian Palanque, Éric Villeneuve, Marc Budinger, Valérie Pommier‐Budinger, Gelareh Momen
2022· article· en· Cold Regions Science and Technology· Engineering
distilled prediction:candidate · noneconsensus · none
21
citations
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