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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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Block Copolymer Self-Assembly
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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.

464 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.
464 works in the cohort · of 4,299,418page 8 of 10

Labels cover 0 of 464 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 464 of 464 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Defect Dynamics in Mesophases
Jorge Viñals
2009· article· en· Journal of the Physical Society of Japan· Materials Science
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Optical characterization of pseudo‐ordered nanostructured thin films
M.T. Taschuk, Jinan Chai, Jillian M. Buriak, Michael J. Brett
2009· article· en· Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · metaepi_narrow
4
citations
afffundunlabeled
On a quaternary nonlocal isoperimetric problem
Stan Alama, Lia Bronsard, Xinyang Lu, Chong Wang
2023· article· en· Quarterly of Applied Mathematics· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Spherical/gyroid phase diagram of the diblock copolymer in the median selective solvent
Lingyun Zhang, Peng‐Ye Wang, An‐Chang Shi
2009· article· en· Science in China. Series G, Physics, mechanics & astronomy/Science in China. Series G, Physics, Mechanics & Astronomy· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · metaepi_narrow+sts
2
citations
afffundunlabeled
Frustration in block copolymer assemblies
An‐Chang Shi
2021· article· en· Journal of Physics Condensed Matter· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations

How this was built: Screen · Findings · About