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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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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
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.

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 5 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
Mentoring in internal medicine
Alan Jotkowitz, A. Mark Clarfield
2006· article· en· European Journal of Internal Medicine· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
affno abstractgemma · metaresearchgpt · metaresearchmodels split
Mentoring in epidemiology and public health training
Faith G. Davis
2013· article· en· Annals of Epidemiology· Psychology
distilled prediction:candidate · metaresearchconsensus · none
15
citations
affunlabeled
Preceptorship and Mentorship
Olive Yonge, Florence Myrick, Linda Ferguson, Florence Luhanga
2012· article· en· Nursing Research and Practice· Psychology
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
A peer mentorship program boosts student retention
Steven Jacobs, Lynda Atack, Susan Ng, Roya Haghiri‐Vijeh, Christine Dell’Elce
2015· article· en· Nursing· Psychology
distilled prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
AMIGO: A Novel Approach to the Mentorship Gap in Pediatric Rheumatology
Peter A. Nigrović, Eyal Muscal, Meredith Riebschleger, L. Nandini Moorthy, Hermine I. Brunner, B. Anne Eberhard +3 more
2014· editorial· en· The Journal of Pediatrics· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
14
citations
afffundunlabeled
Forming Trust in E-Mentoring: A Research Agenda
Joanne Leck, Penny Wood
2013· article· en· American Journal of Industrial and Business Management· Psychology
distilled prediction:candidate · noneconsensus · none
14
citations
affaboutno abstractunlabeled
Mentorship in nursing in Canada – A scoping review
Ramesh Venkatesa Perumal, Mina Singh
2022· review· en· Nurse Education in Practice· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
13
citations
affunlabeled
Remote Mentorship in Radiation Oncology: Lessons to Share
Crystal Seldon, W. Wong, Reshma Jagsi, Jennifer Croke, Anna Lee, Lindsay Puckett
2021· article· en· Advances in Radiation Oncology· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affunlabeled
The company you keep
Richard Cotton, Yan Shen
2013· article· en· Career Development International· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
Mentoring Makes a Difference
Fou-Lai Lin, Larry D. Yore, Sharyl A. Yore
2007· article· en· International Journal of Science and Mathematics Education· Psychology
distilled prediction:candidate · noneconsensus · none
12
citations
venueaboutno affunlabeled
Mentorat des entrepreneurs
Pierre Simard, Julie Fortin
2008· article· fr· Gestion· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
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