MétaCan
ENFR
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.

Export CSVExport JSONAPI query

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
Neural Networks and Applications
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.

2,372 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.
2,372 works in the cohort · of 4,299,418page 1 of 48

Labels cover 1 of 2,372 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 2,372 of 2,372 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Deep Learning
2016· book· de· MIT Press eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
8,960
citations
afffundunlabeled
Curriculum learning
2009· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
4,978
citations
affunlabeled
Understanding Machine Learning
2014· book· en· Cambridge University Press eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2,928
citations
affno abstractunlabeled
Long Short-Term Memory
2012· book-chapter· en· Studies in computational intelligence· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2,210
citations
affno abstractunlabeled
Statistics versus machine learning
2018· article· en· Nature Methods· Computer Science
distilled prediction:candidate · noneconsensus · none
1,490
citations
affunlabeled
Neuronal Dynamics
2014· book· en· Cambridge University Press eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1,482
citations
affunlabeled
Stochastic Neighbor Embedding
2002· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
1,461
citations
affno abstractunlabeled
Model selection and overfitting
2016· article· en· Nature Methods· Computer Science
distilled prediction:candidate · noneconsensus · none
700
citations
affno abstractunlabeled
Siamese Neural Networks: An Overview
2020· review· en· Methods in molecular biology· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
670
citations
affno abstractunlabeled
Algorithms and Data Structures
2001· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
626
citations
affno abstractunlabeled
Mutual Information Neural Estimation.
2018· article· en· International Conference on Machine Learning· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
598
citations
afffundunlabeled
Learning Deep Generative Models
2015· article· en· Annual Review of Statistics and Its Application· Computer Science
distilled prediction:candidate · noneconsensus · none
448
citations
affno abstractunlabeled
Long-Memory Processes
2013· book· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
430
citations
affno abstractunlabeled
Clustering: A neural network approach
2009· article· en· Neural Networks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
325
citations
affno abstractunlabeled
Deep learning
2016· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
254
citations
affno abstractunlabeled
Machine learning: a primer
2017· article· es· Nature Methods· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
241
citations
affunlabeled
Glimmer: Multilevel MDS on the GPU
2008· article· en· IEEE Transactions on Visualization and Computer Graphics· Computer Science
distilled prediction:candidate · noneconsensus · none
186
citations
next →

How this was built: Screen · Findings · About