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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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Advanced materials and composites
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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.

333 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
333 works in the cohort · of 4,299,418page 4 of 7

Labels cover 0 of 333 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 333 of 333 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.

affunlabeled
Oxygen-converter processing of vanadium-bearing hot metal
Л. А. Смирнов, A. V. Kushnarev, М. С. Фомичев, В. А. Ровнушкин, М. В. Савельев
2013· article· en· Steel in Translation· Engineering
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Thermodynamic Aspects of Powder-Pack Boronizing
Dmitri V. Malakhov, Arina A. DeBoer
2024· article· en· Journal of Phase Equilibria and Diffusion· Engineering
machine prediction:candidate · noneconsensus · none
6
citations
afffundno abstractunlabeled
Ballistic Response of Chromium/Chromium-Sulfide Cermets
Julien Loiseau, A. Nabavi, Alexander Capozzi, Oren E. Petel, Samuel Goroshin, François Barthelat +2 more
2015· article· en· Journal of Dynamic Behavior of Materials· Engineering
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Effect of chromium doping on the grain boundary character of WC-Co
Max Emmanuel, Z. Li, Harry Jack Heptinstall, Oriol Gavalda‐Diaz, Rachid M’Saoubi, Tomas Persson +4 more
2024· article· en· International Journal of Refractory Metals and Hard Materials· Engineering
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Wear Behaviour of HVOF Sprayed WC-Cobalt Coatings
Abdul Mateen, Fazal Ahmad Khalid, Tahir I. Khan, Gobinda C. Saha
2011· article· en· Advanced materials research· Engineering
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Erosion Behavior of WC-10Co-4Cr HVOF Coatings
J-G Legoux, B. Arsenault, H.M. Hawthorne, J-P. Immarigeon
2003· article· en· Thermal spray· Engineering
machine prediction:candidate · noneconsensus · none
3
citations

How this was built: Screen · Findings · About