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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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Educational Leadership and Innovation
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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
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.

179 results · 1 filter active ·
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20012025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
179 works in the cohort · of 4,299,418page 3 of 4

Labels cover 3 of 179 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 179 of 179 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Balancing Act
Shruti Sharma, Kamal Batta, Bhupinder Pal Singh Chahal, Nikhil Singh, Akshita Chaudhary
2025· book-chapter· ng· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Empowering Tech-Driven Leaders for Success
Mitra Madanchian, Hamed Taherdoost
2025· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Ethical Leadership in the Digital Age
Mitra Madanchian, Hamed Taherdoost
2025· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
The Future of Tech-Driven Leadership
Mitra Madanchian, Hamed Taherdoost
2025· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Innovation Leadership
Mitra Madanchian, Hamed Taherdoost
2025· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutno abstractunlabeled
Canadian Champions: A Hybrid Drug Education Resource
Gregory MacKinnon, Keith MacKinnon
2014· article· en· Society for Information Technology & Teacher Education International Conference· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Ten years of Digital Futures
Cindy Poremba
2020· article· en· Virtual Creativity· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
TEACHER PROFESSIONAL DEVELOPMENT IN THE DIGITAL AGE
2024· article· en· Zenodo (CERN European Organization for Nuclear Research)· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Surf’s Up
Alan Okros
2019· book-chapter· en· Management for professionals· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Guest Editorial for APMC 2025
2025· article· IEEE Microwave and Wireless Technology Letters· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Index
2025· paratext· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
When the leader may need help
P Poldre
2006· letter· en· Journal of Critical Care· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Being a man today
2017· other· en· cIRcle (University of British Columbia)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Will Canada Follow US Lead on RU 486?
2001· other· fr· DigitalGeorgetown (Georgetown University Library)· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9637780939
2008· other· hu· University of Debrecen Electronic Archive (University of Debrecen)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
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How this was built: Screen · Findings · About