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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.

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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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Innovative concrete reinforcement materials
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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.

741 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.
741 works in the cohort · of 4,299,418page 3 of 15

Labels cover 1 of 741 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 741 of 741 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
First Application of UHPC Bridge Deck Overlay in North America
Sri Sritharan, Gaston Doiron, Dean Bierwagen, Brian Keierleber, Ahmad Abu-Hawash
2018· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · noneconsensus · none
41
citations
affno abstractunlabeled
Effect of graphene oxide on single fiber pullout behavior
Prinya Chindaprasirt, Piti Sukontasukkul, Apisit Techaphatthanakon, Suriyawan Kongtun, Chesta Ruttanapun, Doo‐Yeol Yoo +3 more
2021· article· en· Construction and Building Materials· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
37
citations
affunlabeled
Effect of Polymers on Behavior of Ultra-High-Strength Concrete
Ola A. Mayhoub, Aref A. Abadel, Yousef R. Alharbi, Moncef L. Nehdi, Afonso Rangel Garcez de Azevedo, Mohamed Kohail
2022· article· en· Polymers· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
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How this was built: Screen · Findings · About