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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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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
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

621 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.
621 works in the cohort · of 4,299,418page 6 of 13

Labels cover 5 of 621 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 621 of 621 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
HIFLD OPEN North American Rail Network Lines
2025· dataset· en· ICPSR Data Holdings
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · metaepi_narrow+open_science
0
citations
aboutno affunlabeled
HIFLD OPEN North American Rail Network Nodes
2025· dataset· en· ICPSR Data Holdings
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · metaepi_narrow+open_science
0
citations
affunlabeled
redatam-microdata
2024· dataset· en· ICPSR Data Holdings· Environmental Science
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
American Housing Survey
2025· dataset· en· ICPSR Data Holdings
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · none
0
citations
affunlabeled
C2Metadata test files
2020· dataset· en· ICPSR Data Holdings· Mathematics
distilled prediction:candidate · metaresearch+metaepi_narrow+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
affunlabeled
Plant-Meats and Food Rifts
2021· dataset· en· ICPSR Data Holdings
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Social Weather Stations Survey [Philippines]: Quarter III, 2003
Mahar Mangahas, Vladymir Joseph Licudine, Linda Luz Guerrero
2013· dataset· en· ICPSR Data Holdings· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Canada ERP Software Market Analysis
2025· dataset· en· ICPSR Data Holdings
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Canada ERP Software Market Analysis
2025· dataset· en· ICPSR Data Holdings
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Twentieth Century Crop Statistics, 1900-2017
2025· dataset· en· ICPSR Data Holdings
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · metaepi_narrow+open_science+insufficient_payload
0
citations
aboutno affunlabeled
HIFLD OPEN North American Rail Network Lines
2025· dataset· en· ICPSR Data Holdings
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · metaepi_narrow+open_science
0
citations
aboutno affunlabeled
HIFLD OPEN North American Rail Network Nodes
2025· dataset· en· ICPSR Data Holdings
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · metaepi_narrow+open_science
0
citations
affunlabeled
Gender in the 21st Century
2020· dataset· en· ICPSR Data Holdings
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
HIFLD OPEN North America Political Divisions Polygons
2025· dataset· en· ICPSR Data Holdings
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+open_science+insufficient_payload
0
citations
aboutno affunlabeled
HIFLD OPEN North American Rail Network Lines
2025· dataset· en· ICPSR Data Holdings
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · metaepi_narrow+open_science
0
citations
aboutno affunlabeled
Twentieth Century Crop Statistics, 1900-2017
2025· dataset· en· ICPSR Data Holdings
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · metaepi_narrow+open_science+insufficient_payload
0
citations
affunlabeled
The Foveal Avascular Zone Image Database (FAZID)
2020· dataset· en· ICPSR Data Holdings
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+open_science+insufficient_payload
0
citations
aboutno affunlabeled
National Survey of Mortgage Originations (NSMO)
2025· dataset· en· ICPSR Data Holdings
distilled prediction:candidate · metaresearch+metaepi_narrow+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations

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