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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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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 14 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.

affno abstractunlabeled
Quantifying duplication to improve data quality.
Yu Huang, Fei Chiang, Albert Maier, Martin Petitclerc, Yannick Saillet, Damir Spisic +1 more
2017· article· en· Conference of the Centre for Advanced Studies on Collaborative Research· Decision Sciences
distilled prediction:candidate · metaresearch+sts+open_scienceconsensus · none
0
citations
aboutno affno abstractgemma · open_sciencegpt · no categorymodels split
Open Data in Vancouver: The Inspiration and the Vision.
Andrea Reimer
2011· article· en· IASSIST Conference· Decision Sciences
distilled prediction:candidate · open_scienceconsensus · none
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
www.cihi.ca
2008· article· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
MINTED: Making Identifiers Necessary for Tracking Evolving Data
2020· article· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
A Maturity Model for Urban Dataset Metadata
Mark S. Fox, Bart Gajderowicz, Dishu Lyu
2025· article· en· International Journal of Digital Curation· Decision Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affno abstractunlabeled
Data Mash-Ups
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Decision Sciences
distilled prediction:candidate · open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
afffundunlabeled
Essays in Computational Econometrics
Thomas Kent Stringham
2023· dissertation· TSpace· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
OpenAlex Author Name Disambiguation V3 Data - Disambiguation Model
Justin L. Barrett, Jason Portenoy, Richard A. Orr, Casey Meyer
2023· dataset· 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
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
affunlabeled
Do You Know Where Your Data Is?
Ian Reay, Patricia Beatty, Scott Dick, James Miller
2011· book-chapter· en· IGI Global eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Next-Generation Data Governance
Kimberly Houser, John W. Bagby
2023· article· en· SSRN Electronic Journal· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Data Quality Benchmarking
2009· book-chapter· en· Encyclopedia of Database Systems· Decision Sciences
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Statistical Data and Metadata Quality Assessment
Maria Vardaki, H. Papageorgiou
2011· book-chapter· en· IGI Global eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
0
citations
affunlabeled
Data Literacies & Practices in Higher Education: Educators' Perspectives
Bonnie Stewart, Erica Lyons
2020· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
affunlabeled
Conceptualizing community data governance for race-related, population data: a scoping review and key informant interviews
Elise Leong-Sit, Laura Legere, Sabella Yussuf-Homenauth, Astrid Guttmann, Baiju R. Shah, Michael J. Schull +2 more
2024· review· en· International Journal for Population Data Science· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_scienceconsensus · metaresearch+scholarly_communication+open_science
0
citations
affno abstractunlabeled
Data Mash-ups
2014· book-chapter· en· Decision Sciences
distilled prediction:candidate · open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Data Linkage Methods in Manitoba
Ken Turner, Randy Walld, Shelley Derksen
2018· article· en· International Journal for Population Data Science· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · metaresearch
0
citations
affno abstractunlabeled
Profiling Non-Relational Data
Ziawasch Abedjan, Lukasz Golab, Felix Naumann, Thorsten Papenbrock
2019· book-chapter· en· Synthesis lectures on data management· Decision Sciences
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
affunlabeled
Data Literacies & Practices in Higher Education: Educators' Perspectives
Bonnie Stewart, Erica Lyons
2020· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
affunlabeled
Your Data Body
Marilène Oliver, Scott Smallwood
2024· article· en· Electronic workshops in computing· Decision Sciences
distilled prediction:candidate · noneconsensus · none
0
citations

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