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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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Psychological Well-being and Life Satisfaction
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.

1,756 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.
1,756 works in the cohort · of 4,299,418page 1 of 36

Labels cover 4 of 1,756 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 1,756 of 1,756 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
The social context of well–being
John F. Helliwell, Robert D. Putnam
2004· review· en· Philosophical Transactions of the Royal Society B Biological Sciences· Psychology
distilled prediction:candidate · stsconsensus · sts
2,319
citations
affunlabeled
Spending Money on Others Promotes Happiness
Elizabeth W. Dunn, Lara B. Aknin, Michael I. Norton
2008· article· en· Science· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1,652
citations
afffundunlabeled
Maximizing versus satisficing: Happiness is a matter of choice.
Barry Schwartz, Andrew Ward, John Monterosso, Sonja Lyubomirsky, Katherine White, Darrin R. Lehman
2002· article· en· Journal of Personality and Social Psychology· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
1,332
citations
affunlabeled
Maximizing versus satisficing: Happiness is a matter of choice.
Barry Schwartz, Andrew Ward, John Monterosso, Sonja Lyubomirsky, Katherine White, Darrin R. Lehman
2002· article· en· Journal of Personality and Social Psychology· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
1,264
citations
affunlabeled
Well-Being for Public Policy
Ed Diener, Richard E. Lucas, Ulrich Schimmack, John F. Helliwell
2009· book· en· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
867
citations
afffundunlabeled
Social Interactions and Well-Being
Gillian M. Sandstrom, Elizabeth W. Dunn
2014· article· en· Personality and Social Psychology Bulletin· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
607
citations
fundno affunlabeled
Why Are Conservatives Happier Than Liberals?
Jaime L. Napier, John T. Jost
2008· article· en· Psychological Science· Psychology
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
590
citations
affunlabeled
International Differences in Well-Being
Ed Diener, Daniel Kahneman, John F. Helliwell
2010· book· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
583
citations
affunlabeled
The Local-Ladder Effect
Cameron Anderson, Michael W. Kraus, Adam D. Galinsky, Dacher Keltner
2012· article· en· Psychological Science· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
517
citations
affno abstractunlabeled
The Happy-Productive Worker Thesis Revisited
John M. Zelenski, Steven A. Murphy, David Jenkins
2008· article· en· Journal of Happiness Studies· Psychology
distilled prediction:candidate · noneconsensus · none
400
citations
affno abstractunlabeled
Measures of self-perceived well-being
Ian McDowell
2009· review· en· Journal of Psychosomatic Research· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
382
citations
affunlabeled
The Positivity Scale.
Gian Vittorio Caprara, Guido Alessandri, Nancy Eisenberg, Anne Kupfer, Patrizia Steca, María Giovanna Caprara +3 more
2012· article· en· Psychological Assessment· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
369
citations
affunlabeled
Self-Concordance and Subjective Well-Being in Four Cultures
Kennon M. Sheldon, Andrew J. Elliot, Richard M. Ryan, Valery Chirkov, Youngmee Kim, Cindy Wu +2 more
2004· article· en· Journal of Cross-Cultural Psychology· Psychology
distilled prediction:candidate · noneconsensus · none
363
citations
afffundunlabeled
Prosocial Spending and Happiness
Elizabeth W. Dunn, Lara B. Aknin, Michael I. Norton
2014· article· en· Current Directions in Psychological Science· Psychology
distilled prediction:candidate · noneconsensus · none
330
citations
affunlabeled
Proactive Coping, Positive Affect, and Well-Being
Esther R. Greenglass, Lisa Fıksenbaum
2009· article· en· European Psychologist· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
327
citations
affunlabeled
In Defense of Parenthood
S. Katherine Nelson, Kostadin Kushlev, Tammy English, Elizabeth W. Dunn, Sonja Lyubomirsky
2012· article· en· Psychological Science· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
326
citations
afffundunlabeled
Happiness: Before and After the Kids
Mikko Myrskylä, Rachel Margolis
2014· article· en· Demography· Psychology
distilled prediction:candidate · noneconsensus · none
320
citations
affunlabeled
Giving Up on Unattainable Goals: Benefits for Health?
Carsten Wrosch, Gregory E. Miller, Michael F. Scheier, Stéphanie Brun de Pontet
2007· article· en· Personality and Social Psychology Bulletin· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
302
citations
venueno affunlabeled
Gender, Aging, and Subjective Well-Being
Ronald Inglehart
2002· article· en· International Journal of Comparative Sociology· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
284
citations
affunlabeled
Social Support
Sha Tao, Qi Dong, Michael W. Pratt, Bruce Hunsberger, S. Mark Pancer
2000· article· en· Journal of Adolescent Research· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
284
citations

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