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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
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
Evidence
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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 6 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.

affaboutunlabeled
Addressing Underrepresentation in Sex Work Research
Vicky Bungay, John L. Oliffe, Chris Atchison
2015· article· en· Qualitative Health Research· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · metaresearch
47
citations
aboutno affunlabeled
Rape, Prostitution and Consent
Barbara Sullivan
2007· article· en· Australian & New Zealand Journal of Criminology· Social Sciences
distilled prediction:candidate · noneconsensus · none
46
citations
afffundaboutunlabeled
HIV disclosure as practice and public policy
Barry D. Adam, Patrice Corriveau, Richard Elliott, Jason Globerman, Ken English, Sean B. Rourke
2014· article· en· Critical Public Health· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
45
citations
affunlabeled
The Archaeology of Illegal and Illicit Economies
Alexandra Hartnett, Shannon Lee Dawdy
2013· article· en· Annual Review of Anthropology· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
44
citations
affunlabeled
The Gender of the War on Drugs
Shaylih Muehlmann
2018· article· en· Annual Review of Anthropology· Social Sciences
distilled prediction:candidate · stsconsensus · none
43
citations
affvenueaboutunlabeled
Criminalization and Off-Street Sex Work in Canada
Tamara O’Doherty
2011· article· en· Canadian Journal of Criminology and Criminal Justice/La Revue canadienne de criminologie et de justice pénale· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
43
citations

How this was built: Screen · Findings · About