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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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Image and Video Quality Assessment
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
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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.

589 results · 1 filter active ·
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20002025
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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.
589 works in the cohort · of 4,299,418page 4 of 12

Labels cover 0 of 589 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 589 of 589 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Degraded Reference Image Quality Assessment
ShahRukh Athar, Zhou Wang
2023· article· en· IEEE Transactions on Image Processing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
16
citations
affunlabeled
Characterizing User Behaviors in Mobile Personal Livecast
Ming Ma, Lei Zhang, Jiangchuan Liu, Zhi Wang, Haitian Pang, Lifeng Sun +3 more
2018· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
A Bayesian Quality-of-Experience Model for Adaptive Streaming Videos
Zhengfang Duanmu, Wentao Liu, Diqi Chen, Zhuoran Li, Zhou Wang, Yizhou Wang +1 more
2022· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · stsconsensus · none
13
citations
affunlabeled
Cloud-Assisted Crowdsourced Livecast
Cong Zhang, Jiangchuan Liu, Haiyang Wang
2017· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · stsconsensus · none
13
citations
affunlabeled
Bandwidth reduction for stereoscopic video signals
Wa James Tam, Lew B. Stelmach, Daniel V. Meegan, A. Vincent
2000· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
afffundno abstractunlabeled
Geodesics of the Structural Similarity index
Dominique Brunet, J. Vass, Edward R. Vrscay, Zhou Wang
2012· article· en· Applied Mathematics Letters· Computer Science
distilled prediction:candidate · noneconsensus · none
13
citations

How this was built: Screen · Findings · About