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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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International Journal of Public Leadership
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Retraction
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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.

23 results · 1 filter active ·
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20162025
Publication date
Categories
Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
23 works in the cohort · of 4,299,418page 1 of 1

Labels cover 1 of 23 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 23 of 23 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The competing values framework
Evert A. Lindquist, Richard T. Marcy
2016· article· en· International Journal of Public Leadership· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
28
citations
affunlabeled
A culture of peace and leadership education
Erich P. Schellhammer
2016· article· en· International Journal of Public Leadership· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
affunlabeled
Leadership, “communityship,” and “the good folk”
Henry Mintzberg, Cam Caldwell
2017· article· en· International Journal of Public Leadership· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
12
citations
affunlabeled
Public leadership
M. Beth Page
2016· article· en· International Journal of Public Leadership· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
affunlabeled
Public leadership and the wicked problem continuum
Mark N. Wexler, Judy Oberlander
2020· article· en· International Journal of Public Leadership· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
8
citations
affunlabeled
Ethical leadership and the role of scholars
Deborah C. Poff, Cam Caldwell
2018· article· en· International Journal of Public Leadership· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · none
2
citations
affno abstractunlabeled
Guest editorial
Tim A. Mau, Richard F. Callahan, Frank L. K. Ohemeng
2021· editorial· en· International Journal of Public Leadership· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
1
citations
affunlabeled
Guest editorial
Nikol Hopman, Randy Poon
2016· editorial· en· International Journal of Public Leadership· Social Sciences
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affaboutunlabeled
Creating a sustainable model for stroke system change
Elizabeth Linkewich, Shelley Sharp, Denyse Richardson, Jocelyne McKellar
2021· article· en· International Journal of Public Leadership· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About