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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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Evolutionary Game Theory and Cooperation
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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
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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.

1,273 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.
1,273 works in the cohort · of 4,299,418page 3 of 26

Labels cover 0 of 1,273 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 1,273 of 1,273 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Assessing the utility of conserving evolutionary history
Caroline M. Tucker, Tracy Aze, Marc W. Cadotte, Juan L. Cantalapiedra, Chelsea Chisholm, Sandra Dı́az +7 more
2019· article· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
128
citations
affunlabeled
Signaling emotion and reason in cooperation.
Emma Levine, Alixandra Barasch, David G. Rand, Jonathan Z. Berman, Deborah A. Small
2018· article· en· Journal of Experimental Psychology General· Social Sciences
distilled prediction:candidate · noneconsensus · none
119
citations
affunlabeled
Genesis
Jan Sapp
2003· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
119
citations
affno abstractunlabeled
Spatial invasion of cooperation
Philipp Langer, Martin A. Nowak, Christoph Hauert
2007· article· en· Journal of Theoretical Biology· Social Sciences
distilled prediction:candidate · noneconsensus · none
118
citations
affunlabeled
Behavioural ecology at the spatial–social interface
Quinn M. R. Webber, Gregory F. Albery, Damien R. Farine, Noa Pinter‐Wollman, Nitika Sharma, Orr Spiegel +2 more
2023· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts+insufficient_payload
117
citations
afffundno abstractunlabeled
Asymmetric evolutionary games with environmental feedback
Christoph Hauert, Camille Saade, Alex McAvoy
2018· article· en· Journal of Theoretical Biology· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
109
citations
afffundunlabeled
Life in a World without Microbes
Jack A. Gilbert, Josh D. Neufeld
2014· article· en· PLoS Biology· Social Sciences
distilled prediction:candidate · noneconsensus · none
109
citations
afffundunlabeled
Extrapolating Weak Selection in Evolutionary Games
Bin Wu, Julián García, Christoph Hauert, Arne Traulsen
2013· article· en· PLoS Computational Biology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
107
citations
affunlabeled
Decision versus compromise for animal groups in motion
Naomi Ehrich Leonard, Tian Shen, Benjamin Nabet, Luca Scardovi, Iain D. Couzin, Simon A. Levin
2011· article· en· Proceedings of the National Academy of Sciences· Social Sciences
distilled prediction:candidate · noneconsensus · none
105
citations
afffundunlabeled
Rethinking evolutionary individuality
Marc Ereshefsky, Makmiller Pedroso
2015· article· en· Proceedings of the National Academy of Sciences· Social Sciences
distilled prediction:candidate · noneconsensus · none
105
citations
affunlabeled
Darwinian Sociocultural Evolution
Marion Blute
2010· book· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
96
citations
affunlabeled
A resource ratio theory of cooperation
Claire de Mazancourt, Mark W. Schwartz
2010· article· en· Ecology Letters· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
95
citations
affno abstractunlabeled
Does similarity breed cooperation?
Gilbert Roberts, Thomas N. Sherratt
2002· letter· en· Nature· Social Sciences
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
94
citations
afffundno abstractunlabeled
Eco-evolutionary dynamics of social dilemmas
Chaitanya S. Gokhale, Christoph Hauert
2016· article· en· Theoretical Population Biology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
93
citations
affno abstractunlabeled
Social dynamics in the preschool
Carol Lynn Martin, Richard A. Fabes, Laura D. Hanish, Tom Hollenstein
2005· article· en· Developmental Review· Social Sciences
distilled prediction:candidate · noneconsensus · none
93
citations
afffundunlabeled
Why do we want to think humans are different?
Colin A. Chapman, Michael A. Huffman
2018· article· en· Animal Sentience· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
92
citations
affunlabeled
The evolutionary ecology of deception
Mikael Mökkönen, Carita Lindstedt
2015· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · sts
91
citations
affno abstractunlabeled
Evolutionary Transitions to Multicellular Life
Iñaki Ruiz‐Trillo, Aurora M. Nedelcu
2015· book· en· Advances in marine genomics· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
89
citations

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