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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 2 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
Expanding the social science of happiness
John F. Helliwell, Lara B. Aknin
2018· review· en· Nature Human Behaviour· Psychology
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
105
citations
afffundno abstractunlabeled
Social isolation and the brain in the pandemic era
Danilo Bzdok, Robin Dunbar
2022· review· en· Nature Human Behaviour· Psychology
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
103
citations
affno abstractunlabeled
Trait knowledge forms a common structure across social cognition
Ryan M. Stolier, Eric Hehman, Jonathan B. Freeman
2020· article· en· Nature Human Behaviour· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
100
citations
affunlabeled
The globalizability of temporal discounting
Kai Ruggeri, Amma Panin, Milica Vdović, Bojana Većkalov, Nazeer Abdul-Salaam, Jascha Achterberg +165 more
2022· article· en· Nature Human Behaviour· Decision Sciences
distilled prediction:candidate · stsconsensus · none
99
citations
affno abstractunlabeled
Wise deliberation sustains cooperation
Igor Grossmann, Justin P. Brienza, D. Ramona Bobocel
2017· article· en· Nature Human Behaviour· Social Sciences
distilled prediction:candidate · stsconsensus · none
92
citations
affno abstractunlabeled
The colonial legacy of herbaria
Daniel Park, Xiao Feng, Shinobu Akiyama, Marlina Ardiyani, Neida Avendaño, Zoltán Barina +52 more
2023· article· en· Nature Human Behaviour· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
80
citations
afffundno abstractunlabeled
Mental health challenges faced by autistic people
Meng‐Chuan Lai
2023· review· en· Nature Human Behaviour· Neuroscience
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
69
citations
affunlabeled
Within-job gender pay inequality in 15 countries
Andrew M. Penner, Trond Petersen, Are Skeie Hermansen, Anthony Rainey, István Boza, Marta M. Elvira +23 more
2022· article· en· Nature Human Behaviour· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
67
citations
affno abstractunlabeled
The origins of criminal law
Daniel Sznycer, Carlton Patrick
2020· article· en· Nature Human Behaviour· Neuroscience
distilled prediction:candidate · noneconsensus · none
53
citations
affno abstractunlabeled
The latent structure of global scientific development
Lili Miao, Dakota Murray, Woo‐Sung Jung, Vincent Larivière, Cassidy R. Sugimoto, Yong‐Yeol Ahn
2022· article· en· Nature Human Behaviour· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
50
citations
afffundno abstractunlabeled
One hundred years of EEG for brain and behaviour research
Faisal Mushtaq, Dominik Welke, Ann Gallagher, Yuri G. Pavlov, Layla Kouara, Jorge Bosch‐Bayard +88 more
2024· article· en· Nature Human Behaviour· Neuroscience
distilled prediction:candidate · noneconsensus · none
50
citations
affno abstractunlabeled
Causal inference on human behaviour
Drew H. Bailey, Alexander J. Jung, Adriene M. Beltz, Markus I. Eronen, Christian Gische, Ellen L. Hamaker +8 more
2024· review· en· Nature Human Behaviour· Mathematics
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
44
citations
affno abstractunlabeled
Human bias in algorithm design
Carey K. Morewedge, Sendhil Mullainathan, Haaya Naushan, Cass R. Sunstein, Jon Kleinberg, Manish Raghavan +1 more
2023· article· en· Nature Human Behaviour· Social Sciences
distilled prediction:candidate · noneconsensus · none
39
citations
affno abstractunlabeled
The future of academic publishing
Abubakari Ahmed, Aceil Al‐Khatib, Yap Boum, Humberto Debat, Alonso Gurmendi Dunkelberg, Lisa Janicke Hinchliffe +5 more
2023· article· en· Nature Human Behaviour· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+research_integrityconsensus · metaresearch+bibliometrics
38
citations
affno abstractunlabeled
Cyclic motifs in the Sardex monetary network
George Iosifidis, Yanick Charette, Edoardo M. Airoldi, Giuseppe Littera, Leandros Tassiulas, Nicholas A. Christakis
2018· article· en· Nature Human Behaviour· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
34
citations
afffundno abstractunlabeled
An experimental manipulation of the value of effort
Hause Lin, Andrew Westbrook, Frank Fan, Michael Inzlicht
2024· article· en· Nature Human Behaviour· Psychology
distilled prediction:candidate · noneconsensus · none
33
citations

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