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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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Langmuir
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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.

1,776 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.
1,776 works in the cohort · of 4,299,418page 14 of 36

Labels cover 1 of 1,776 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 1,776 of 1,776 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Electro-Dry-Adhesion
Jeffrey Krahn, Carlo Menon
2012· article· en· Langmuir· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
39
citations
afffundunlabeled
Drop Impact on Heated Nanostructures
Lihui Liu, Guobiao Cai, Peichun Amy Tsai
2020· article· en· Langmuir· Engineering
distilled prediction:candidate · noneconsensus · none
37
citations
affunlabeled
Solute Exchange in Synperonic Surfactant Micelles
Yahya Rharbi, Nina Bechthold, Katharina Landfester, Alex Salzman, Mitchell A. Winnik
2002· article· en· Langmuir· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · none
37
citations
affunlabeled
Slip of Spreading Viscoplastic Droplets
Maziyar Jalaal, Neil J. Balmforth, Boris Stoeber
2015· article· en· Langmuir· Materials Science
distilled prediction:candidate · noneconsensus · none
36
citations
affunlabeled
Nanotemplating for Two-Dimensional Molecular Imprinting
Raluca Voicu, Karim Faïd, Abdiaziz A. Farah, Farid Bensebaa, Raluca Barjovanu, Christophe Py +1 more
2007· article· en· Langmuir· Engineering
distilled prediction:candidate · noneconsensus · none
36
citations

How this was built: Screen · Findings · About