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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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Social Indicators Research
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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.

227 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.
227 works in the cohort · of 4,299,418page 3 of 5

Labels cover 0 of 227 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 227 of 227 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Determinants of Rural Physicians' Life and Job Satisfaction
Marcel Lavanchy, Ian Connelly, Stefan Grzybowski, Alex C. Michalos, Jonathan Berkowitz, Harvey V. Thommasen
2004· article· en· Social Indicators Research· Health Professions
distilled prediction:candidate · stsconsensus · none
29
citations
affaboutno abstractunlabeled
Non-Farm Rural Ontario Residents’ Perceived Quality of Life
L. Richmond, Glen C. Filson, Cecelia R. Paine, W.C. Pfeiffer, James Taylor
2000· article· en· Social Indicators Research· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
26
citations
aboutno affno abstractunlabeled
Quality of Life in Macau, China
Ricardo Rato, Gareth Davey
2010· article· en· Social Indicators Research· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
affno abstractunlabeled
Monitoring Social Well-Being in Iran
Fariba Mirbaha-Hashemi, Farshad Pourmalek, Arash Tehrani, Kambiz Abachizadeh, Nadereh Memaryan, Narjes Hazar +3 more
2015· article· en· Social Indicators Research· Social Sciences
distilled prediction:candidate · stsconsensus · none
23
citations
affaboutno abstractunlabeled
Measuring Social Capital in Hamilton, Ontario
Peter Kitchen, Allison Williams, Dylan Simone
2012· article· en· Social Indicators Research· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
23
citations
affno abstractunlabeled
“Healthy” Human Development Indices
Merwan Engineer, Nilanjana Roy, Sari Fink
2009· article· en· Social Indicators Research· Social Sciences
distilled prediction:candidate · stsconsensus · none
20
citations
affno abstractunlabeled
International Comparisons of Trends in Economic Well-being
Lars Osberg, Andrew Sharpe
2002· article· en· Social Indicators Research· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
20
citations
affaboutno abstractunlabeled
Quality of Life in Jasper, Alberta
Bruno D. Zumbo, Alex C. Michalos
2000· article· en· Social Indicators Research· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
19
citations
affno abstractunlabeled
Does Child Gender Predict Older Parents’ Well-Being?
Dolores Pushkar, Dorothea Bye, Michael Conway, Carsten Wrosch, June Chaikelson, Jamshid Etezadi +3 more
2013· article· en· Social Indicators Research· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
16
citations

How this was built: Screen · Findings · About