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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
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
fundfunder
venuejournal
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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.

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 3 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.

affno abstractunlabeled
Sex Work: A Comparative Study
Bill McCarthy, Cecilia Benoit, Mikael Jansson
2014· article· en· Archives of Sexual Behavior· Social Sciences
distilled prediction:candidate · noneconsensus · none
75
citations
affunlabeled
Male sex workers: Are we ignoring a risk group in Mumbai, India?
Hemangi Jerajani, Santosh Shinde, Maninder Singh Setia, Ashok Row-Kavi, Vivek Anand
2009· article· en· Indian Journal of Dermatology Venereology and Leprology· Social Sciences
distilled prediction:candidate · noneconsensus · none
75
citations
aboutno affunlabeled
From Nowhere to Everywhere: Lesbian Geographies
Gill Valentine
2000· book· en· Medical Entomology and Zoology· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
72
citations
affunlabeled
Protection of sex workers
Michael Goodyear, Linda Cusick
2007· editorial· en· BMJ· Social Sciences
distilled prediction:candidate · noneconsensus · none
70
citations

How this was built: Screen · Findings · About