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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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Concrete and Cement Materials Research
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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.

1,810 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.
1,810 works in the cohort · of 4,299,418page 2 of 37

Labels cover 1 of 1,810 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 1,810 of 1,810 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Green concrete: A review of recent developments
A. Sivakrishna, Adeyemi Adesina, Paul O. Awoyera, K. Rajesh Kumar
2019· review· en· Materials Today Proceedings· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
230
citations
affno abstractunlabeled
Cement and steel — nine steps to net zero
Paul S. Fennell, Justin Driver, Christopher Bataille, Steven J. Davis
2022· article· en· Nature· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
216
citations
affno abstractunlabeled
Ettringite formation
William Prince, M Espagne, Pierre-Claude Aı̈tcin
2003· article· en· Cement and Concrete Research· Engineering
distilled prediction:candidate · noneconsensus · none
151
citations
afffundaboutunlabeled
Cement: Its Chemistry and Properties
Douglas C. MacLaren, Mary Anne White
2003· article· en· Journal of Chemical Education· Engineering
distilled prediction:candidate · noneconsensus · none
143
citations

How this was built: Screen · Findings · About