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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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ACM Transactions on Multimedia Computing Communications and Applications
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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
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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.

142 results · 1 filter active ·
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20052025
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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.
142 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 142 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 142 of 142 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Two decades of internet video streaming
2013· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
118
citations
affunlabeled
Web3 Metaverse: State-of-the-Art and Vision
2023· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
55
citations
afffundunlabeled
SAfeDJ
2015· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Psychology
distilled prediction:candidate · noneconsensus · none
48
citations
affunlabeled
Low-latency adaptive streaming over tcp
2008· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · stsconsensus · none
38
citations
affunlabeled
Authentication schemes for multimedia streams
2010· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · stsconsensus · none
32
citations
affunlabeled
From 3D Sensing to Printing
2015· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
31
citations
affunlabeled
PPHOCFS
2016· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Auction-based P2P VoD streaming
2012· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Decision Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
28
citations
affunlabeled
Contextual tag inference
2011· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
27
citations
fundno affunlabeled
Pinball Loss Twin Support Vector Clustering
2021· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Deep Learning–Based Multimedia Analytics
2019· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
22
citations
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How this was built: Screen · Findings · About