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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
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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 7 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.

affunlabeled
The Role of Mentorship in Internships
Moira McDonald, Rebecca Wilson-Mah
2022· article· en· Papers on postsecondary learning and teaching.· Psychology
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Virtual medical research mentoring
Jeffrey Shi Kai Chan, Dawnie Ho Hei Lau, Emma V. King, Leonardo Roever, Tong Liu, Yuki Ka Ling Shum +9 more
2023· article· en· The Clinical Teacher· Psychology
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
7
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
affno abstractunlabeled
Championing leadership development in healthcare
Arjun Law, Danielle Rodin, Meredith Giuliani, Fábio Ynoe de Moraes
2020· article· en· Nature Biotechnology· Psychology
distilled prediction:candidate · research_integrityconsensus · research_integrity
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
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
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