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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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Mobile Crowdsensing and Crowdsourcing
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

449 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.
449 works in the cohort · of 4,299,418page 1 of 9

Labels cover 3 of 449 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 449 of 449 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Running experiments on Amazon Mechanical Turk
Gabriele Paolacci, Jesse Chandler, Panagiotis G. Ipeirotis
2010· article· en· Judgment and Decision Making· Computer Science
distilled prediction:candidate · noneconsensus · none
3,803
citations
affunlabeled
We Are Dynamo
Niloufar Salehi, Lilly Irani, Michael S. Bernstein, Ali Alkhatib, Eva Ogbe, Kristy Milland +1 more
2015· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
274
citations
affunlabeled
Vita: A Crowdsensing-Oriented Mobile Cyber-Physical System
Xiping Hu, Terry H. S. Chu, Henry C. B. Chan, Victor C. M. Leung
2013· article· en· IEEE Transactions on Emerging Topics in Computing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
161
citations
affvenueunlabeled
Reaping the benefits of Open Data in public health
Patricia Huston, VL Edge, E Bernier
2019· editorial· en· Canada Communicable Disease Report· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · open_science
113
citations
fundno affunlabeled
Adaptive Polling for Information Aggregation
Thomas Pfeiffer, Xi Alice Gao, Yiling Chen, Andrew Mao, David G. Rand
2021· article· en· Proceedings of the AAAI Conference on Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
68
citations
affunlabeled
Crowdsensing Air Quality with Camera-Enabled Mobile Devices
Zhengxiang Pan, Han Yu, Chunyan Miao, Cyril Leung
2017· article· en· Proceedings of the AAAI Conference on Artificial Intelligence· Computer Science
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
66
citations
affunlabeled
Patina
Justin Matejka, Tovi Grossman, George Fitzmaurice
2013· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
66
citations
afffundunlabeled
The Perpetual Work Life of Crowdworkers
Alex C. Williams, Gloria Mark, Kristy Milland, Edward Lank, Edith Law
2019· article· en· Proceedings of the ACM on Human-Computer Interaction· Computer Science
distilled prediction:candidate · noneconsensus · none
57
citations
afffundunlabeled
Resolvable vs. Irresolvable Disagreement
Mike Schaekermann, Joslin Goh, Kate Larson, Edith Law
2018· article· en· Proceedings of the ACM on Human-Computer Interaction· Computer Science
distilled prediction:candidate · noneconsensus · none
55
citations

How this was built: Screen · Findings · About