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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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Civil and Structural Engineering 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.

325 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.
325 works in the cohort · of 4,299,418page 4 of 7

Labels cover 0 of 325 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 325 of 325 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Editorial
2009· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Ihmisiin asennettavat mikrosiruimplantit ja niiden tulevaisuus
2024· other· fi· Theseus (Ammattikorkeakoulujen)· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
affunlabeled
Kontakt zur Natur
2025· article· de· Architecture, Design and Conservation (Aarhus School of Architecture, Design School Kolding, The Royal Danish Academy of Fine Arts, Schools of Architecture, Design and Conservation (KADK))· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
0
citations
affunlabeled
Bar Test
2016· dataset· en· IUPAC Standards Online· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Obituary: Robert (Bob) Forbes Craig
2025· article· en· Proceedings of the Institution of Civil Engineers - Geotechnical Engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affvenueunlabeled
Dissing/Invalid
2019· article· en· Canadian Journal of Disability Studies· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About