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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 8 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.

affaboutunlabeled
Mentoring faculty: impact, dyads vs. groups, and gender
Françoise Moreau-Johnson, Jean Quirion, Audrey R. Giles
2023· article· en· Mentoring & Tutoring Partnership in Learning· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
afffundunlabeled
Building Your Mentoring Network in Your Early Career
Mireille Ouimet, Robert C. Bauer, Cynthia St. Hilaire
2021· review· en· Arteriosclerosis Thrombosis and Vascular Biology· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
Prioritizing Mentorship as Scientific Leaders
Jacky M. Deng, Salma E. Ahmed, Ernest Awoonor‐Williams, Progna Banerjee, Magda H. Barecka, Laura E. Bickerton +10 more
2024· editorial· en· ACS Central Science· Psychology
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
6
citations
affunlabeled
Mentoring and Supervision? Or, Mentoring versus Supervision?
Deborah Hicks, Jeanette Buckingham, Margaret Law
2010· book-chapter· en· Advances in human resources management and organizational development book series· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
aboutno affunlabeled
Mentoring in a Canadian Context
L. G. Kevin, Christian Alan, A. Baker Philip
2009· article· en· Gifted and Talented International· Psychology
distilled prediction:candidate · noneconsensus · none
5
citations
aboutno affunlabeled
Editorial overview: mentoring and the integration of knowledge
Nathan R. Templeton, Nahed Abdelrahman, Jordan Donop, Supritha Kannan, Théophile Muhayimana, Kristina Hall
2024· editorial· en· Mentoring & Tutoring Partnership in Learning· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
5
citations
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
Mentorship in medicine is a <i>Complex</i> opportunity
Lea Harper, Christopher A. Hergott, Sylvain Coderre, Kenna Kelly‐Turner, Melinda Davis, Kevin McLaughlin
2024· article· en· Medical Teacher· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
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
aboutno affunlabeled
Virtual Mentorship in the Age of Social Media
Lavisha S. Punjabi, Abhimanyu Tushir
2023· letter· en· Academic Medicine· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
4
citations
affaboutunlabeled
Elders as Mentors of Nursing Students
Jo-Ann MacDonald, Mae Gallant
2007· article· en· Nurse Educator· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations

How this was built: Screen · Findings · About