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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.

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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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Porn Studies
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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
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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

41 results · 1 filter active ·
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20152025
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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.
41 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 41 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 41 of 41 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Deplatforming Sex: a roundtable conversation
Danielle Blunt, Stefanie Duguay, Tarleton Gillespie, Sinnamon Love, Clarissa Smith
2021· article· en· Porn Studies· Social Sciences
machine prediction:candidate · noneconsensus · none
32
citations
affaboutunlabeled
No respect: sex research as sex work
Valerie Webber, Rebecca Sullivan
2023· article· en· Porn Studies· Psychology
machine prediction:candidate · stsconsensus · none
5
citations
affno abstractunlabeled
Porn in the art gallery: collecting a genre
Troy Michael Bordun
2016· article· en· Porn Studies· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
The hentai streaming platform wars
Aurélie Petit
2024· article· en· Porn Studies· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Tabloid porn in Quebec
Will Straw
2022· article· en· Porn Studies· Psychology
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About