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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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Nature Human Behaviour
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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.

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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.

207 results · 1 filter active ·
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20162025
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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.
207 works in the cohort · of 4,299,418page 3 of 5

Labels cover 2 of 207 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 207 of 207 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Do not underestimate the cognitive benefits of exercise
Olivier Dupuy, Sebastian Ludyga, Francisco B. Ortega, Charles H. Hillman, Kirk I. Erickson, Fabian Herold +15 more
2024· letter· en· Nature Human Behaviour· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
30
citations
affno abstractunlabeled
Pandemics show us what government is for
Susan L. Erikson
2020· article· en· Nature Human Behaviour· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
28
citations
affno abstractunlabeled
Emergence of scaling in complex substitutive systems
Ching Jin, Chaoming Song, Johannes Bjelland, Geoffrey Canright, Dashun Wang
2019· article· en· Nature Human Behaviour· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
26
citations
fundno affno abstractunlabeled
Theory as adversarial collaboration
Axel Cleeremans
2022· article· en· Nature Human Behaviour· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
affno abstractunlabeled
Effect sizes and what to make of them
Friedrich M. Götz, Samuel D. Gosling, Peter J. Rentfrow
2024· article· en· Nature Human Behaviour· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
22
citations
afffundno abstractunlabeled
Trusting young children to help causes them to cheat less
Li Zhao, Haiying Mao, Paul L. Harris, Kang Lee
2024· article· en· Nature Human Behaviour· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
14
citations
affno abstractunlabeled
Valence-dependent mutation in lexical evolution
Joshua Conrad Jackson, Kristen A. Lindquist, Ryan Drabble, Quentin D. Atkinson, Joseph Watts
2022· article· en· Nature Human Behaviour· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
affunlabeled
Skill dependencies uncover nested human capital
Moh Hosseinioun, Frank Neffke, Letian Zhang, Hyejin Youn
2025· article· en· Nature Human Behaviour· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affno abstractunlabeled
The development of aperiodic neural activity in the human brain
Zachariah R. Cross, Adam J. O. Dede, Yessenia M. Rivera, Qin Yin, Parisa Vahidi, Elias M. B. Rau +24 more
2025· article· en· Nature Human Behaviour· Neuroscience
distilled prediction:candidate · noneconsensus · none
12
citations
affno abstractunlabeled
We need a decolonized appropriation of AI in Africa
Thomas Hervé Mboa Nkoudou
2023· letter· en· Nature Human Behaviour· Computer Science
distilled prediction:candidate · research_integrityconsensus · research_integrity
12
citations
affno abstractunlabeled
The genetic landscape of neuro-related proteins in human plasma
L. Repetto, Jiantao Chen, Zhijian Yang, Ranran Zhai, Paul R. H. J. Timmers, Xiao Feng +46 more
2024· review· en· Nature Human Behaviour· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
11
citations
affno abstractunlabeled
Analytic atheism revisited
Will M. Gervais, Ara Norenzayan
2018· letter· en· Nature Human Behaviour· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
11
citations
affno abstractunlabeled
Collective action is needed to build a more just science system
Aisling Rayne, Hitaua Arahanga‐Doyle, Bethany Cox, Murray P. Cox, Stephanie J. Galla, Shaun C. Hendy +9 more
2023· article· en· Nature Human Behaviour· Social Sciences
distilled prediction:candidate · stsconsensus · none
11
citations
affno abstractunlabeled
A new research agenda for African generative AI
Rachel Adams, Ayantola Alayande, Zameer Brey, Michael Gastrow, Jerry John Kponyo, Dona Mathew +18 more
2023· article· en· Nature Human Behaviour· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
fundno affgemma · metaresearch+research_integritygpt · metaresearch+research_integritymodels agree
Characterizing the effect of retractions on publishing careers
Shahan Ali Memon, Kinga Makovi, Bedoor AlShebli
2025· article· en· Nature Human Behaviour· Social Sciences
distilled prediction:candidate · research_integrityconsensus · research_integrity
10
citations
fundno affno abstractunlabeled
Beyond the factor indeterminacy problem using genome-wide association data
Margaret L. Clapp Sullivan, Ted Schwaba, K. Paige Harden, Andrew D. Grotzinger, Michel G. Nivard, Elliot M. Tucker–Drob
2024· review· en· Nature Human Behaviour· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
10
citations
afffundno abstractunlabeled
Reproduction and replication at scale
Abel Brodeur, Anna Dreber, Fernando Hoces de la Guardia, Edward Miguel
2024· letter· en· Nature Human Behaviour· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · research_integrityconsensus · none
9
citations
affno abstractunlabeled
The impact of advanced AI systems on democracy
Christopher Summerfield, Lisa P. Argyle, Michiel A. Bakker, Teddy Collins, Esin Durmus, Tyna Eloundou +17 more
2025· review· en· Nature Human Behaviour· Social Sciences
distilled prediction:candidate · sts+research_integrityconsensus · research_integrity
9
citations
afffundno abstractunlabeled
Challenges and promises of big team comparative cognition
Nicolás Alessandroni, Drew Altschul, Heidi A. Baumgartner, Marina Bazhydai, Sarah F. Brosnan, Krista Byers‐Heinlein +22 more
2024· article· en· Nature Human Behaviour· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations

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