MétaCan
Menu
Cohort builder

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.

Search term
Year range
Sort
Language
Type
Field
Venue
Topic
Data Quality and Management
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

867 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
867 works in the cohort · of 4,299,418page 2 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.

affunlabeled
From Data Warehouse to Lakehouse: A Comparative Review
2022· review· en· 2022 IEEE International Conference on Big Data (Big Data)· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
65
citations
affunlabeled
KATARA
2015· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
45
citations
affunlabeled
Discovering linkage points over web data
2013· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
41
citations
affunlabeled
Qualitative data cleaning
2016· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
40
citations
affunlabeled
Semandaq
2008· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
39
citations
affunlabeled
RONIN
2021· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
33
citations
affunlabeled
Data Quality
2018· article· en· ACM SIGMOD Record· Decision Sciences
distilled prediction:candidate · metaresearch+open_science+insufficient_payloadconsensus · insufficient_payload
32
citations
affgemma · no categorygpt · no categorymodels split
Sampling for Big Data Profiling: A Survey
2020· article· en· IEEE Access· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · none
32
citations
affno abstractunlabeled
Data Profiling
2019· book· en· Synthesis lectures on data management· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
31
citations
affunlabeled
SEMA-JOIN
2015· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
31
citations

How this was built: Screen · Findings · About