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
Author
Year range
Sort
Language
Type
Field
Venue
Topic
Ethics and Social Impacts of AI
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.

1,449 results · 1 filter active ·
Results by year
20002025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,449 works in the cohort · of 4,299,418page 4 of 29

Labels cover 12 of 1,449 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 1,449 of 1,449 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Where Is the AI? AI Literacy for Educators
Lesley Wilton, Stephen Ip, Meera Sharma, Frank Fan
2022· book-chapter· en· Lecture notes in computer science· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
28
citations
affunlabeled
Artificial Life
Russell W. Belk, Mariam Humayun, Ahir Gopaldas
2020· article· en· Journal of Macromarketing· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
28
citations
affunlabeled
Lessons Learned from Assessing Trustworthy AI in Practice
Dennis Vetter, Julia Amann, Frédérick Bruneault, Megan Coffee, Boris Düdder, Alessio Gallucci +14 more
2023· article· en· Digital Society· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
28
citations
affunlabeled
The First International AI Safety Report
Yoshua Bengio
2025· article· en· SuperIntelligence - Robotics - Safety & Alignment· Social Sciences
distilled prediction:candidate · stsconsensus · none
27
citations
affunlabeled
AI and the falling sky: interrogating X-Risk
Nancy S. Jecker, Caesar Alimsinya Atuire, Jean‐Christophe Bélisle‐Pipon, Vardit Ravitsky, Anita Ho
2024· article· en· Journal of Medical Ethics· Social Sciences
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
26
citations
afffundunlabeled
What is civic participation in artificial intelligence?
Renée Sieber, Ana Brandusescu, Suthee Sangiambut, Abigail Adu-Daako
2024· article· en· Environment and Planning B Urban Analytics and City Science· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
26
citations
fundno affunlabeled
Documenting Data Production Processes
Milagros Miceli, Tianling Yang, Adriana Alvarado Garcia, Julian Posada, Sonja Mei Wang, Marc A. Pohl +1 more
2022· article· en· Proceedings of the ACM on Human-Computer Interaction· Social Sciences
distilled prediction:candidate · stsconsensus · none
26
citations
affunlabeled
Beyond transparency
Janelle Berscheid, François Roewer-Després
2019· article· en· AI Matters· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
22
citations
afffundunlabeled
Ethics dumping in artificial intelligence
Jean‐Christophe Bélisle‐Pipon, Gavin Victor
2024· article· en· Frontiers in Artificial Intelligence· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
21
citations
affunlabeled
Structured Access
Toby Shevlane
2022· book-chapter· en· Oxford University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
20
citations

How this was built: Screen · Findings · About