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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
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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 4 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.

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
affno abstractunlabeled
Criminal Victimization and the Quality of Life
Alex C. Michalos, Bruno D. Zumbo
2000· article· en· Social Indicators Research· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
101
citations
affunlabeled
The Fundamental Need to Belong
Geneviève L. Lavigne, Robert J. Vallerand, Laurence Crevier‐Braud
2011· article· en· Personality and Social Psychology Bulletin· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
99
citations
affunlabeled
Emerging Adulthood: A Time of Changes in Psychosocial Well-Being
Stéphanie Baggio, Joseph Studer, Katia Iglesias, Jean‐Bernard Daeppen, Gerhard Gmel
2016· article· en· Evaluation & the Health Professions· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
95
citations
aboutno affunlabeled
AGE, CULTURE, AND THE ANTECEDENTS OF LONELINESS
Ami Rokach, Félix Neto
2005· article· en· Social Behavior and Personality An International Journal· Psychology
distilled prediction:candidate · noneconsensus · none
86
citations
affunlabeled
Discrete Emotions in Later Life
Judith G. Chipperfield, Raymond P. Perry, Bernard Weiner
2003· article· en· The Journals of Gerontology Series B· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
86
citations
aboutno affno abstractunlabeled
The Macroeconomics Of Happiness
Rafael Di Tella, Robert MacCulloch, Andrew J. Oswald
2001· article· en· SSRN Electronic Journal· Psychology
distilled prediction:candidate · noneconsensus · none
85
citations
affno abstractunlabeled
Career decidedness as a predictor of subjective well-being
Ramya Uthayakumar, Ulrich Schimmack, Paul J. Hartung, James R. Rogers
2010· article· en· Journal of Vocational Behavior· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
83
citations
afffundaboutunlabeled
Trust and Well-being
John F. Helliwell, Shun Wang
2010· report· en· National Bureau of Economic Research· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
82
citations

How this was built: Screen · Findings · About