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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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Surface Chemistry and Catalysis
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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.

285 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.
285 works in the cohort · of 4,299,418page 2 of 6

Labels cover 1 of 285 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 285 of 285 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Surface‐Confined Self‐Assembly of Di‐carbonitrile Polyphenyls
Svetlana Klyatskaya, Florian Klappenberger, Uta Schlickum, Dirk Kühne, Matthias Marschall, Joachim Reichert +6 more
2011· article· en· Advanced Functional Materials· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
63
citations
affunlabeled
Activation in Prochiral Reaction Assemblies on Pt(111)
Marc-André Laliberté, Stéphane Lavoie, Bjørk Hammer, G. Mahieu, Peter H. McBreen
2008· article· en· Journal of the American Chemical Society· Engineering
distilled prediction:candidate · noneconsensus · none
44
citations
affunlabeled
Molecular nanoscience and engineering on surfaces
Willi Auwärter, Agustin Schiffrin, Alexander Weber Bargioni, Yan Pennec, Andreas Riemann, Johannes V. Barth
2008· article· en· International Journal of Nanotechnology· Engineering
distilled prediction:candidate · noneconsensus · none
37
citations
afffundunlabeled
Keto-Enol Driven Assembly of Methyl Pyruvate on Pt(111)
Stéphane Lavoie, Marc-André Laliberté, G. Mahieu, Vincent Demers-Carpentier, Peter H. McBreen
2007· article· en· Journal of the American Chemical Society· Engineering
distilled prediction:candidate · noneconsensus · none
36
citations
affno abstractunlabeled
Directed Assembly of Nanostructures
Jennifer MacLeod, Federico Rosei
2010· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
33
citations
affunlabeled
Self-assembly of Rubrene on Copper Surfaces
Jill A. Miwa, Fabio Cicoira, Stéphane Bedwani, Josh Lipton‐Duffin, Dmitrii F. Perepichka, Alain Rochefort +1 more
2008· article· en· The Journal of Physical Chemistry C· Engineering
distilled prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Self-assembly of rubrene on Cu(111)
Jill A. Miwa, Fabio Cicoira, Josh Lipton‐Duffin, Dmitrii F. Perepichka, Clara Santato, Federico Rosei
2008· article· en· Nanotechnology· Engineering
distilled prediction:candidate · noneconsensus · none
28
citations

How this was built: Screen · Findings · About