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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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Data Quality and Management
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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.

867 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.
867 works in the cohort · of 4,299,418page 13 of 18

Labels cover 10 of 867 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 867 of 867 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Tri-Agency Data Management Policy Initiative
Matthew Lucas
2017· article· en· uO Research (University of Ottawa)· Decision Sciences
distilled prediction:candidate · sts+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
affaboutunlabeled
Data Remediation as Collaborative Process
Kim Martin, Susan Brown
2023· paratext· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
affunlabeled
Semi-supervised clustering for de-duplication
Shrinu Kushagra, Shai Ben-David, Ihab F. Ilyas
2018· preprint· en· arXiv (Cornell University)· Decision Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
The Picasso Project
Kathryn T. Stevenson
2016· article· en· Figshare· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
0
citations
fundaboutno affunlabeled
Research Data Canada's 2013 Infrastructure Report
Mark Leggott
2013· report· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+open_science+insufficient_payload
0
citations
aboutno affunlabeled
Occurrence Download
2025· dataset· en· Global Biodiversity Information Facility· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Occurrence Download
2025· dataset· en· Global Biodiversity Information Facility· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Occurrence Download
2025· dataset· en· Global Biodiversity Information Facility· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Creating a Data Cleaning and Pre-Processing Module for Generalisable Data Linkage
Kristin Robertson, Sheena Morton, Lindsay Dasilva, Tara A. Whitten, Melissa Gardiner, Sarah Seymour +2 more
2024· article· en· International Journal for Population Data Science· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · scholarly_communication
0
citations
affaboutunlabeled
Canadian Urban Data Catalogue
2024· article· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
OpenAlex Authors and Affiliations, V2
Justin L. Barrett, Jason Portenoy, Jason R Priem, Richard A. Orr, Casey Meyer
2023· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Occurrence Download
2025· dataset· en· Global Biodiversity Information Facility· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
On sampling from data with duplicate records
Alireza Heidari, Shrinu Kushagra, Ihab F. Ilyas
2020· preprint· en· arXiv (Cornell University)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · open_science
0
citations
affno abstractunlabeled
Data Flow Diagrams
Ling Liu, M. TAMER ÖZSU
2009· book-chapter· en· Encyclopedia of Database Systems· Decision Sciences
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
School Librarians as Data Coaches
Jennifer E. Moore, Daniella Smith, Barbara Schultz‐Jones
2019· article· en· IASL Annual Conference Proceedings· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Points de vue
2015· other· en· Summit (Simon Fraser University)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutgemma · no categorygpt · no categorymodels split
Reporting on the establishment of a Privacy Preserving Record Linkage to Facilitate an Ongoing Crosswalk Between Research and Health Administrative Databases
Brendan Behan, Alana Sparks, Heena Cheema, Sibel Naska, Francis Jeanson, Shalane Basque +5 more
2024· article· en· International Journal for Population Data Science· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · metaresearch
0
citations
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