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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.

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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
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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.

1,756 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.
1,756 works in the cohort · of 4,299,418page 33 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Urban Quality of Life
Alex C. Michalos
2014· book-chapter· en· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Sense of Well-Being Inventory (SWBI)
Alex C. Michalos, Alex C. Michalos
2014· book-chapter· en· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Good Neighborhood Index
Alex C. Michalos
2023· book-chapter· en· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Michalos-Zumbo Well-Being Index
Bruno D. Zumbo, Alex C. Michalos, Nesrine El Banna
2023· book-chapter· en· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Measure of Subjective Well-Being
Alex C. Michalos
2014· book-chapter· en· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Michalos-Zumbo Well-Being Index
Bruno D. Zumbo, Alex C. Michalos
2017· book-chapter· en· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Perceived Well-Being
Alex C. Michalos
2014· book-chapter· en· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Indicators of Happiness
Alex C. Michalos
2014· book-chapter· en· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Le bonheur, but des politiques publiques ?
Shigehiro Oishi, Ed Diener
2017· article· fr· Revue québécoise de psychologie· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Hassles and Uplifts Scale
Anita DeLongis, Jason Zheng
2023· book-chapter· en· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Top-Down QOL Models
M. J. Stones, Samuel Shye
2023· book-chapter· en· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Abstract
2002· article· en· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Single Mother in Charge
Sandy Chalkoun
2010· book· en· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Children’s Subjective Well-Being
Alex C. Michalos
2014· book-chapter· en· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Overview of Wellbeing and Policy
Marie Briguglio, Natalia V. Czap, Kate Laffan
2025· book-chapter· en· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
10.51847/twsnz3i39I
2000· article· en· Time to knit· Psychology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Marital Well-Being
2014· book-chapter· en· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About