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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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IEEE Transactions on Knowledge and Data Engineering
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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.

120 results · 1 filter active ·
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20012025
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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.
120 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 120 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 120 of 120 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
CAIM discretization algorithm
Lukasz Kurgan, Krzysztof J. Cios
2004· article· en· IEEE Transactions on Knowledge and Data Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
449
citations
afffundunlabeled
Test strategies for cost-sensitive decision trees
Charles X. Ling, Victor S. Sheng, Qiang Yang
2006· article· en· IEEE Transactions on Knowledge and Data Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
145
citations
affunlabeled
Malware Propagation in Large-Scale Networks
Shui Yu, Guofei Gu, Ahmed Barnawi, Song Guo, Ivan Stojmenović
2014· article· en· IEEE Transactions on Knowledge and Data Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
123
citations
afffundunlabeled
Discovering Frequent Closed Partial Orders from Strings
Jian Pei, Haixun Wang, Jian Liu, Ke Wang, Jianyong Wang, Philip S. Yu
2006· article· en· IEEE Transactions on Knowledge and Data Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
93
citations
affunlabeled
Hierarchical Multi-View Graph Pooling with Structure Learning
Zhen Zhang, Jiajun Bu, Martin Ester, Jianfeng Zhang, Zhao Li, Chengwei Yao +3 more
2021· article· en· IEEE Transactions on Knowledge and Data Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
78
citations
afffundunlabeled
Bias Correction in a Small Sample from Big Data
Jianguo Lü, Dingding Li
2012· article· en· IEEE Transactions on Knowledge and Data Engineering· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
71
citations
affunlabeled
Resilient Identity Crime Detection
Clifton Phua, Kate Smith‐Miles, Vincent Lee, Ross W. Gayler
2011· article· en· IEEE Transactions on Knowledge and Data Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
68
citations
affunlabeled
A Location-Query-Browse Graph for Contextual Recommendation
Yongli Ren, Martin Tomko, Flora D. Salim, Jeffrey Chan, Charles L. A. Clarke, Mark Sanderson
2017· article· en· IEEE Transactions on Knowledge and Data Engineering· Social Sciences
distilled prediction:candidate · stsconsensus · none
61
citations
afffundunlabeled
Secure and Efficient Skyline Queries on Encrypted Data
Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei
2018· article· en· IEEE Transactions on Knowledge and Data Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
50
citations
afffundunlabeled
Exact Top-K Queries in Wireless Sensor Networks
Baljeet Malhotra, Mário A. Nascimento, Ioanis Nikolaidis
2010· article· en· IEEE Transactions on Knowledge and Data Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
50
citations
affunlabeled
On the Signature Tree Construction and Analysis
Yangjun Chen, Yibin Chen
2006· article· en· IEEE Transactions on Knowledge and Data Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
33
citations
afffundunlabeled
RankRC: Large-Scale Nonlinear Rare Class Ranking
Aditya Tayal, Thomas F. Coleman, Yuying Li
2015· article· en· IEEE Transactions on Knowledge and Data Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Bias and Controversy in Evaluation Systems
Hady W. Lauw, Ee‐Peng Lim, Ke Wang
2008· article· en· IEEE Transactions on Knowledge and Data Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
27
citations
fundno affunlabeled
Editorial [State of the Transactions]
Jian Pei
2013· article· en· IEEE Transactions on Knowledge and Data Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
27
citations

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