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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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Multimedia Communication and Technology
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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.

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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 1 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.

affunlabeled
An Overview of IPTV Standards Development
J. Maisonneuve, M. Deschanel, Jürgen Heiles, Wei Li, Hong Liu, Randy Sharpe +1 more
2009· article· en· IEEE Transactions on Broadcasting· Social Sciences
machine prediction:candidate · noneconsensus · none
85
citations
affno abstractunlabeled
Adaptive Content Presentation for the Web
Andrea Bunt, Giuseppe Carenini, Cristina Conati
2007· book-chapter· en· Lecture notes in computer science· Social Sciences
machine prediction:candidate · noneconsensus · none
61
citations
affunlabeled
Playing along and Playing for on Twitch: Livestreaming from Tandem Play to Performance
Rainforest Scully-Blaker, Jason Begy, Mia Consalvo, Sarah Christina Ganzon
2017· article· en· Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences· Social Sciences
machine prediction:candidate · noneconsensus · none
54
citations
affunlabeled
Ajax live regions
P. A. Thießen, Charles Chen
2007· article· en· Social Sciences
machine prediction:candidate · noneconsensus · none
38
citations
affunlabeled
X-by-Wire: Opportunities, Challenges and Trends
Nico A. Kelling, Patrick Leteinturier
2003· article· en· SAE technical papers on CD-ROM/SAE technical paper series· Social Sciences
machine prediction:candidate · noneconsensus · none
35
citations
affno abstractunlabeled
The Smart Internet
Mark Chignell, Yelena Yesha, Joanna Ng, James R. Cordy
2010· book· en· Lecture notes in computer science· Social Sciences
machine prediction:candidate · noneconsensus · none
33
citations
affunlabeled
Modes of Uncertainty in HCI
Robert Soden, Laura Devendorf, Richmond Y. Wong, Yoko Akama, Ann Light
2022· article· en· Foundations and Trends® in Human–Computer Interaction· Social Sciences
machine prediction:candidate · noneconsensus · none
32
citations
afffundunlabeled
MultiPresenter
Joel Lanir, Kellogg S. Booth, Anthony Tang
2008· article· en· Social Sciences
machine prediction:candidate · noneconsensus · none
28
citations
fundno affunlabeled
RECALL in Action
Renate Fruchter, Samuel Yen
2000· article· en· Social Sciences
machine prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Terminal mode
Raja Bose, Jörg Brakensiek, Keun-Young Park
2010· article· en· Social Sciences
machine prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Design and Validation of the Bright Internet
Jae Kyu Lee, Daegon Cho, Gyoo Gun Lim
2018· article· en· Journal of the Association for Information Systems· Social Sciences
machine prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Toward One-Second Latency: Evolution of Live Media Streaming
Abdelhak Bentaleb, May Lim, Mehmet N. Akcay, Ali C. Begen, Sarra Hammoudi, Roger Zimmermann
2025· article· en· IEEE Communications Surveys & Tutorials· Social Sciences
machine prediction:candidate · noneconsensus · none
18
citations
affunlabeled
URICA
Iqbal Mohomed, Jim Chengming Cai, Eyal de Lara
2006· article· en· Social Sciences
machine prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
NetPot: Easy Meal Enjoyment for Distant Diners
Zoltan Foley-Fisher, Vincent Tsao, Johnty Wang, Sidney Fels
2010· book-chapter· en· Lecture notes in computer science· Social Sciences
machine prediction:candidate · noneconsensus · none
12
citations
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