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 1 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.

venueno affno abstractunlabeled
Systematic Approaches to a Successful Literature Review
2013· article· fr· Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaresearch
871
citations
afffundunlabeled
HoloClean
2017· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
454
citations
affgemma · metaresearchgpt · metaresearchmodels split
Challenges in administrative data linkage for research
2017· article· en· Big Data & Society· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · metaresearch+open_science
356
citations
affunlabeled
Improving data quality: consistency and accuracy
2007· article· en· Edinburgh Research Explorer (University of Edinburgh)· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
312
citations
affno abstractunlabeled
Profiling relational data: a survey
2015· article· en· The VLDB Journal· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
273
citations
affunlabeled
Discovering data quality rules
2008· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
268
citations
affunlabeled
Discovering denial constraints
2013· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
252
citations
affunlabeled
Detecting data errors
2016· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
237
citations
affunlabeled
Data lake management
2019· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · open_science+insufficient_payloadconsensus · none
236
citations
affunlabeled
Table union search on open data
2018· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · open_scienceconsensus · open_science
193
citations
fundno affno abstractunlabeled
Foundations of Data Quality Management
2012· article· en· Synthesis lectures on data management· Decision Sciences
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
131
citations
affunlabeled
Extending dependencies with conditions
2007· article· en· Edinburgh Research Explorer (University of Edinburgh)· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
108
citations
affunlabeled
Linked Movie Data Base
2009· article· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
93
citations
affunlabeled
Distributed data deduplication
2016· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
80
citations
affunlabeled
Messing up with BART
2015· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
80
citations
affunlabeled
Meeting of the MINDS
2007· article· en· ACM SIGIR Forum· Decision Sciences
distilled prediction:candidate · noneconsensus · none
76
citations
affunlabeled
BlogScope
2007· article· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
72
citations
affunlabeled
Hashed samples
2008· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
68
citations
affno abstractgemma · no categorygpt · no categorymodels split
Data Ingestion for the Connected World.
2017· article· en· Conference on Innovative Data Systems Research· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+open_science
68
citations
affunlabeled
Auto-join
2017· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
66
citations

How this was built: Screen · Findings · About