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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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Pickering emulsions and particle stabilization
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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.

623 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.
623 works in the cohort · of 4,299,418page 11 of 13

Labels cover 0 of 623 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 623 of 623 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.

afffundunlabeled
Shear-triggered coalescence
Alireza Mashayekhi, Coralie Vazquez, Hongying Zhao, M. Gattrell, James F. Gilchrist, John M. Frostad
2024· article· en· Physical Review Fluids· Materials Science
machine prediction:candidate · noneconsensus · none
2
citations
afffundno abstractunlabeled
Visualization of flow in froth
Philippe Blondé, J.A. Finch
2012· article· en· Minerals Engineering· Materials Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
WITHDRAWN
Bhavana Deore, Kathleen L. Sampson, Thomas Lacelle, Nathan Kredentser, J. Lefebvre, Luke Steven Young +6 more
2020· preprint· en· ChemRxiv· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Failure through expanding voids in bacterial streamers
Ishita Biswas, Ranajay Ghosh, Mohtada Sadrzadeh, Aloke Kumar
2017· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Materials Science
machine prediction:candidate · noneconsensus · none
1
citations
venueno affno abstractunlabeled
Experimental studies on "foamy oil" phenomena
2000· dissertation· en· Library and Archives Canada (Government of Canada)· Materials Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
10.1063/1.4861717.2
Orest Shardt, J.J. Derksen, Sushanta K. Mitra
2014· dataset· en· Default Digital Object Group· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Frothers and Frothing
S. Ramachandra Rao
2004· book-chapter· en· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
Functional Janus liquids
Ahmadreza Ghaffarkhah, Seyyed Alireza Hashemi, Farhad Ahmadijokani, Milad Goodarzi, Hossein Riazi, Sameer Mhatre +7 more
2023· preprint· en· Research Square· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Deterministic particle assembly on nanophotonic chips
Razie Khalesi Moghaddam, Nikhil Bhalla, Amy Q.Shen, Giovanniantonio Natale
2021· article· en· Institutional Repositories DataBase (IRDB)· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About