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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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Mentoring and Academic Development
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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.

865 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.
865 works in the cohort · of 4,299,418page 9 of 18

Labels cover 5 of 865 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 865 of 865 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The mediating role of a good match in achieving mentorship objectives
Dongning Yu, Irene M. Herremans, Norm Althouse, Rosa Hendijani, Arturo Mariño Echegaray, Frances Donohue
2022· article· en· The International Journal of Management Education· Psychology
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Forum: Gendered Dynamics of Academic Networks
Jamie Scalera, Sara McLaughlin Mitchell, Michelle Dion, Thomas R. Vargas, Yanna Krupnikov, Kerri Milita +8 more
2022· article· en· International Studies Perspectives· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
Developing a Mentoring Program in Clinical Nutrition
Robert G. Martindale, Stephen A. McClave, Daren K. Heyland, David A. August
2010· article· en· Journal of Parenteral and Enteral Nutrition· Psychology
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
External career mentoring and mentor turnover intentions
Robert W. Renn, Robert Steinbauer, Tobias M. Huning
2019· article· en· Evidence-based HRM a Global Forum for Empirical Scholarship· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
fundno affno abstractunlabeled
Personal Perspectives on Mentoring
Yvette Taché
2015· article· en· Gastroenterology· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Transcending hierarchies: mentorship as reciprocal growth
Miriam Hansen, Suzanne Le‐May Sheffield, Anna Santucci, Roeland van der Rijst
2025· article· en· The International Journal for Academic Development· Psychology
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
A rapid matrix mentoring pilot
Sherry Finney, Judy MacDougall, Mary Lou O'Neill
2012· article· en· Leadership in health services· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
fundno affunlabeled
The Early Career Researcher's Toolbox
Andres De Los Reyes
2024· book· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations

How this was built: Screen · Findings · About