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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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Sex work and related issues
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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.

2,712 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.
2,712 works in the cohort · of 4,299,418page 5 of 55

Labels cover 4 of 2,712 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 2,712 of 2,712 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Participation in sex work: students' views
Ron Roberts, Teela Sanders, Ellie Myers, Debbie Smith
2010· article· en· Sex Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
54
citations
affaboutunlabeled
Never Innocent Victims
Susan Strega, Caitlin Janzen, Jeannie Morgan, Leslie Brown, Robina Thomas, Jeannine Carrière
2014· article· en· Violence Against Women· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
54
citations
affaboutunlabeled
Introduction to Special Issue: Human Trafficking
John Winterdyk, Philip L. Reichel
2010· article· en· European Journal of Criminology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
52
citations
affunlabeled
Female Sex Workers in China: Vectors of Disease?
Catherine M. Pirkle, Riswana Soundardjee, Stella Artuso
2007· review· en· Sexually Transmitted Diseases· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
51
citations
affvenueunlabeled
The Captive Maternal and Abolitionism
Joy James
2021· article· en· TOPIA Canadian Journal of Cultural Studies· Social Sciences
distilled prediction:candidate · stsconsensus · none
49
citations

How this was built: Screen · Findings · About