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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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Multimedia Communication and Technology
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
venuejournal
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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.

539 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
539 works in the cohort · of 4,299,418page 2 of 11

Labels cover 0 of 539 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 539 of 539 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.

venueno affunlabeled
A Brief of Review: Multimedia Authoring Tool Attributes
Marvin Chandra Wijaya, Zulisman Maksom, Muhammad Haziq Lim Abdullah
2021· article· en· Ingénierie des systèmes d information· Social Sciences
machine prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Phidgets
Saul Greenberg, Chester Fitchett
2001· article· en· Social Sciences
machine prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Survey on VOD Broadcasting Schemes
Tiko Kameda, Richard Sun
2006· article· en· Social Sciences
machine prediction:candidate · noneconsensus · none
10
citations
affunlabeled
SocialStreamViewer
Ahmed E. Mostafa, Kori Inkpen, John Tang, Gina Venolia, William A. Hamilton
2016· article· en· Social Sciences
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
A study of diagrammatic ink in lecture
Richard Anderson, Ruth Anderson, Crystal Hoyer, Craig Prince, Jonathan Su, Fred Videon +1 more
2005· article· en· Computers & Graphics· Social Sciences
machine prediction:candidate · noneconsensus · none
10
citations
afffundunlabeled
Web-based multimedia tools for sharing educational resources
Shervin Shirmohammadi, Abdulmotaleb El Saddik, Nicolas D. Georganas, Ralf Steinmetz
2001· article· en· Journal on Educational Resources in Computing· Social Sciences
machine prediction:candidate · noneconsensus · none
9
citations
afffundno abstractunlabeled
Modeling Reactive Multimedia: Events and Behaviors
Helen Cameron, Peter R. King, Simon Thompson
2003· article· en· Multimedia Tools and Applications· Social Sciences
machine prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Discourse on designing an illustrated hypermedia book
Earl R. Misanchuk, Richard A. Schwier, Elizabeth Boling
2000· article· en· Journal of Educational Multimedia and Hypermedia archive· Social Sciences
machine prediction:candidate · noneconsensus · none
8
citations
affunlabeled
3D Video Conferencing via On-Hand Devices
Yili Jin, Xize Duan, Kaiyuan Hu, Fangxin Wang, Xue Liu
2024· article· en· IEEE Transactions on Circuits and Systems for Video Technology· Social Sciences
machine prediction:candidate · noneconsensus · none
8
citations
afffundno abstractunlabeled
Modelling Reactive Multimedia: Design and Authoring
Simon Thompson, Peter R. King, Helen Cameron
2005· article· en· Multimedia Tools and Applications· Social Sciences
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
PERSONALIZED FACE ANIMATION IN SHOWFACE SYSTEM
Ali Arya, Babak Hamidzadeh
2003· article· en· International Journal of Image and Graphics· Social Sciences
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
URICA
Iqbal Mohomed, Jim Chengming Cai, Eyal de Lara
2006· article· en· ACM SIGOPS Operating Systems Review· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations

How this was built: Screen · Findings · About