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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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Transformative Works and Cultures
Topic
Retraction
Abstract
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Label status

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.

49 results · 1 filter active ·
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20102025
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Machine labels · sparse coverage
Evidence
Language
Type
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
49 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 49 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 49 of 49 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
role of affect in fan fiction
2016· article· en· Transformative Works and Cultures· Social Sciences
distilled prediction:candidate · noneconsensus · none
29
citations
affunlabeled
digital fandom of Na'vi speakers
2015· article· en· Transformative Works and Cultures· Social Sciences
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Love! Valor! "Supernatural!"
2010· article· en· Transformative Works and Cultures· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Rereading Superman as a trans f/man
2017· article· en· Transformative Works and Cultures· Arts and Humanities
distilled prediction:candidate · stsconsensus · none
3
citations
affunlabeled
Toward some fanons of fan studies
2020· article· en· Transformative Works and Cultures· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Trans fandom
2023· article· en· Transformative Works and Cultures· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
[no title]
2017· article· en· Transformative Works and Cultures· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations
affunlabeled
To fan or antifan, that is the question
2024· article· en· Transformative Works and Cultures· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
My coming out as an A-ha fan
2021· article· en· Transformative Works and Cultures· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
[no title]
2010· article· en· Transformative Works and Cultures· Arts and Humanities
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
[no title]
2010· article· en· Transformative Works and Cultures· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations

How this was built: Screen · Findings · About