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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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Work-Family Balance Challenges
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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.

1,516 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.
1,516 works in the cohort · of 4,299,418page 1 of 31

Labels cover 1 of 1,516 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 1,516 of 1,516 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Is telework effective for organizations?
2012· article· en· Management Research Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
367
citations
afffundaboutunlabeled
Work-Life Conflict During the COVID-19 Pandemic
2021· article· en· Socius Sociological Research for a Dynamic World· Social Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · sts
284
citations
affunlabeled
Beyond Work-Life “Integration”
2015· review· en· Annual Review of Psychology· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
240
citations
affunlabeled
Work-Life Balance
2013· book· en· Psychology Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
229
citations
aboutno affunlabeled
When Dad Stays Home Too
2013· article· en· Gender & Society· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
209
citations
affunlabeled
Cross-National Work-Life Research
2016· article· en· Journal of Management· Social Sciences
distilled prediction:candidate · noneconsensus · none
180
citations
affaboutunlabeled
The Incomplete Revolution
2007· article· en· Men and Masculinities· Social Sciences
distilled prediction:candidate · noneconsensus · none
179
citations

How this was built: Screen · Findings · About