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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 6 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.

afffundunlabeled
The Challenge of Test Data Quality in Data Processing
2017· article· en· Journal of Data and Information Quality· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · metaresearch+scholarly_communication+open_science
8
citations
affno abstractunlabeled
A Data Commons for Food Security
2017· article· pl· SSRN Electronic Journal· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · none
7
citations
affunlabeled
Population Data Science: The science of data about people
2018· article· en· International Journal for Population Data Science· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_scienceconsensus · metaresearch+sts+scholarly_communication+open_science
7
citations
venueno affunlabeled
The TALP participation at TAC-KBP 2012
2012· article· en· Theory and applications of categories· Decision Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Efficiently Transforming Tables for Joinability
2022· article· en· 2022 IEEE 38th International Conference on Data Engineering (ICDE)· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
fundno affunlabeled
Reflections on the Concept of Open Data
2015· article· en· SCRIPTed A Journal of Law Technology & Society· Decision Sciences
distilled prediction:candidate · open_scienceconsensus · none
6
citations
affno abstractunlabeled
Information Ecology to Map the Arctic Information Ecosystem
2020· book-chapter· en· Informed decisionmaking for sustainability· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
6
citations
afffundunlabeled
Unifying Data and Constraint Repairs
2016· article· en· Journal of Data and Information Quality· Decision Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
6
citations
affunlabeled
Record Linkage in Healthcare
2010· article· en· International Journal of Healthcare Delivery Reform Initiatives· Decision Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Entity Matching with AUC-Based Fairness
2022· article· en· 2022 IEEE International Conference on Big Data (Big Data)· Decision Sciences
distilled prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · open_science
6
citations
affno abstractunlabeled
A Scoping Review on Data Governance
2021· review· en· SSRN Electronic Journal· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · metaresearch
6
citations
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