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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
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.

1,273 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.
1,273 works in the cohort · of 4,299,418page 11 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.

affunlabeled
Ecology and Evolution of the Social Microbiome
Reena Debray, Jenny Tung, Elizabeth A. Archie
2024· article· en· Annual Review of Ecology Evolution and Systematics· Social Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
ESS versus Nash: solving evolutionary games
Joe Apaloo, Joel S. Brown, Gordon G. McNickle, Tania L.S. Vincent, Thomas L. Vincent
2015· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
afffundno abstractunlabeled
Social Eavesdropping: A Game-Theoretic Analysis
Mike Mesterton‐Gibbons, Tom N. Sherratt
2007· article· en· Bulletin of Mathematical Biology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
afffundno abstractunlabeled
Disease-Induced Hydra Effect with Overcompensatory Recruitment
Josue Jaramillo, Junling Ma, P. van den Driessche, Abdul‐Aziz Yakubu
2021· article· en· Bulletin of Mathematical Biology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affno abstractunlabeled
Darwinism and Meaning
Lonnie W. Aarssen
2010· article· en· Biological Theory· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affunlabeled
The exaptive potential of (object) play behavior
Jean‐Baptiste Leca, Noëlle Gunst
2022· article· en· International Journal of Play· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
affunlabeled
Collective cooperative intelligence
Wolfram Barfuß, Jessica C. Flack, Chaitanya S. Gokhale, Lewis Hammond, Christian Hilbe, Edward Hughes +8 more
2025· article· en· Proceedings of the National Academy of Sciences· Social Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
afffundunlabeled
How to make an inclusive-fitness model
Thomas W. Scott, Geoff Wild
2023· article· en· Proceedings of the Royal Society B Biological Sciences· Social Sciences
distilled prediction:candidate · stsconsensus · none
12
citations
affunlabeled
When Paths to Cooperation Converge
Thomas N. Sherratt, Gilbert Roberts
2012· article· en· Science· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
affunlabeled
Toward a Theory of the Evolution of Fair Play
Jeffrey C. Schank, Gordon M. Burghardt, Sergio M. Pellis
2018· article· en· Frontiers in Psychology· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations

How this was built: Screen · Findings · About