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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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Leadership, Courage, and Heroism Studies
Retraction
Abstract
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Study design
Label agreement
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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.

310 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
310 works in the cohort · of 4,299,418page 4 of 7

Labels cover 1 of 310 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 310 of 310 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Ethics of Courage
Jacques Chevalier
2023· book· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Heroic Memory Transformation
Gražina Sviderskytė
2023· book-chapter· en· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Courage in the Early Middle Ages and Islam
Jacques Chevalier
2023· book-chapter· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Throwing Courage to the Dogs
Jacques Chevalier
2023· book-chapter· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Paul Tillich and the Courage to Be
Jacques Chevalier
2023· book-chapter· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Custodians of the Earth
Jacques Chevalier
2023· book-chapter· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Wisdom as Courage
Jacques Chevalier
2023· book-chapter· en· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Wisdom Above Soldierly Courage
Jacques Chevalier
2023· book-chapter· en· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Moral Sympathy and Higher Passions
Jacques Chevalier
2023· book-chapter· en· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Folklore Heroism
Daniel Peretti
2023· book-chapter· en· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Utilitarianism and Relativism with a Bias
Jacques Chevalier
2023· book-chapter· en· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
The Courage of Disobedience
Jacques Chevalier
2023· book-chapter· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Mentorship and Heroic Leadership
Heather E. Duncan
2024· book-chapter· en· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Fearlessness and Fate in Ancient Greece
Jacques Chevalier
2023· book-chapter· en· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
The Courage of Natural Living
Jacques Chevalier
2023· book-chapter· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Caregiver Heroes
Sharon Gabison
2024· book-chapter· en· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Nietzsche’s Animal Foes and Friends
Jacques Chevalier
2023· book-chapter· en· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Folklore Heroism
Daniel Peretti
2024· book-chapter· en· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Courage in the Body and the Sociable Self
Jacques Chevalier
2023· book-chapter· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Courage in the Global Age
Jacques Chevalier
2023· book-chapter· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Moral Identity and Heroism
Tobias Krettenauer
2023· book-chapter· en· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Higher Education Leaders Response to Crises
Glory Ovie
2018· article· en· 2019 Conference of the Canadian Society for the Study of Education· Psychology
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Hero: Let's Do It Your Way
Harold H. Kelley, John G. Holmes, Norbert L. Kerr, Harry T. Reis, Caryl E. Rusbult, Paul A. M. Van Lange
2001· book-chapter· en· Cambridge University Press eBooks· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
The Leader as Artist
Sarah Cook
2013· article· en· Women in Higher Education· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Watch Monster Hunter (2020) Full
recons
2020· article· en· OSF Preprints (OSF Preprints)· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Bravery, Courage, and Honour
Natalia Wentink
2005· article· en· Europe’s Journal of Psychology· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueno abstractunlabeled
Geographies of Courage, Imagination, and Hope
Audrey Kobayashi
2011· article· en· Arab world geographer· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Watch Monster Hunter (2020) Online
mfuti
2020· article· en· OSF Preprints (OSF Preprints)· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
The Heroin Machine
Gary Pierluigi
2019· article· en· Dalhousie review· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
MORE THAN TIME: A creative investigation into lockdown.
Carl Hunter
2020· article· en· Edge Hill University Research Information Repository (Edge Hill University)· Psychology
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
affunlabeled
The Ethics of Courage
Douglas Walton
2017· article· en· SSRN Electronic Journal· Psychology
distilled prediction:candidate · sts+research_integrityconsensus · none
0
citations
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