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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.

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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Career Development and Diversity
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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
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

871 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
871 works in the cohort · of 4,299,418page 16 of 18

Labels cover 0 of 871 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 871 of 871 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Editorial: Women in science: materials 2023
Giulia Masi, Tadeja Kosec, Ilaria Cacciotti, Patricia Krawczak
2025· editorial· en· Frontiers in Materials· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
FROM THE EDITOR'S DESK
Jennifer Browne
2025· article· en· Canadian Journal of Career Development· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
Advancing Women in Engineering
Bronwyn Chorlton, John Gales
2024· book· en· Diversity and inclusion research· Social Sciences
distilled prediction:candidate · sts+open_scienceconsensus · none
0
citations
affaboutunlabeled
WISE National Conference 2024: Endless Exploration
Sanjmi Khurana, Sophia Joulaei, Alishba Mansoor, Esther Zhou, Anne Chow, Anne Huynh
2024· article· en· Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal· Social Sciences
distilled prediction:candidate · stsconsensus · sts
0
citations
affaboutunlabeled
Teachers as Counselors
Dina Salinitri
2020· book-chapter· en· Advances in educational marketing, administration, and leadership book series· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Recalculating for the real world
Katryne Dubeau, Sandra Hall, Egan Chernoff
2024· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
WISE National Conference 2023: Leaders of Tomorrow
Suzanne M. Wong, Sarvnaz Ale Mohammad, Isabella Wong, Wanda W. Janaeska
2023· article· en· Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal· Social Sciences
distilled prediction:candidate · stsconsensus · sts
0
citations
affaboutunlabeled
WISE National Conference 2023: Leaders of Tomorrow
Suzanne M. Wong, Sarvnaz Ale Mohammad, Isabella Wong, Wanda W. Janaeska
2023· article· en· Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal· Social Sciences
distilled prediction:candidate · stsconsensus · sts
0
citations
affunlabeled
Celebrating Refugee Innovation
Pelumi Abiola-Oseni, Nada Alreyyes, R. Paul
2025· article· Proceedings from the International Research Symposium on Problem-Based Learning (IRSPBL)· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · none
0
citations
affunlabeled
Diversity and Inclusion at Belle II
2022· article· en· Zenodo (CERN European Organization for Nuclear Research)· Social Sciences
distilled prediction:candidate · sts+open_science+insufficient_payloadconsensus · none
0
citations
affunlabeled
Reply on CC1
Philip J. Heron
2022· peer-review· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
DOCUMENT RESUME
2016· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About