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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.

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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
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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 27 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.

aboutno affunlabeled
Iso 14004 pdf
2024· other· en· Zenodo (CERN European Organization for Nuclear Research)· Psychology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Wellbeing of Women
2018· book-chapter· en· Palgrave Macmillan UK eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
An Introduction to the Concepts and Ideas
R. Allan Freeze
2022· book-chapter· en· Social indicators research series· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Harmony and Happiness
Megan Keough
2014· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Well-being in the Context of Policies for Climate Change
André de Palma, A Trotter Julie, Nadège Blond, Cohen Dany, Marc Fleurbaey, Robin Lindsey +2 more
2024· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Grand manuel de psychologie positive
Marine Paucsik, Martin Benny, Rébecca Shankland
2021· book-chapter· fr· Dunod eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Pluralism
Frank Cunningham
2023· book-chapter· en· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About