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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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Digital Media Forensic Detection
Retraction
Abstract
Evidence source
Study design
Label agreement
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.

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

Labels cover 0 of 175 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 175 of 175 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Image splicing detection using mask-RCNN
2020· article· en· Signal Image and Video Processing· Computer Science
distilled prediction:candidate · noneconsensus · none
95
citations
afffundno abstractunlabeled
Low quality document image modeling and enhancement
2009· article· en· International Journal on Document Analysis and Recognition (IJDAR)· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
75
citations
affunlabeled
The unethical use of deepfakes
2022· article· en· Journal of Financial Crime· Computer Science
distilled prediction:candidate · noneconsensus · none
54
citations
affunlabeled
ADT: Anti-Deepfake Transformer
2022· article· en· ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
18
citations
venueno affunlabeled
Deep Fake Image Classification Using VGG-19 Model
2023· article· fr· Ingénierie des systèmes d information· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · scholarly_communication
12
citations
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How this was built: Screen · Findings · About