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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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ACM Transactions on Knowledge Discovery from Data
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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.

47 results · 1 filter active ·
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20082025
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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.
47 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 47 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 47 of 47 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
Knowledge Graph Embedding for Link Prediction
Andrea Rossi, Denilson Barbosa, Donatella Firmani, Antonio Matinata, Paolo Merialdo
2021· article· en· ACM Transactions on Knowledge Discovery from Data· Computer Science
machine prediction:candidate · noneconsensus · none
476
citations
affunlabeled
Mining frequent cross-graph quasi-cliques
Daxin Jiang, Jian Pei
2009· article· en· ACM Transactions on Knowledge Discovery from Data· Computer Science
machine prediction:candidate · noneconsensus · none
91
citations
affunlabeled
An Influence Propagation View of PageRank
Qi Liu, Biao Xiang, Nicholas Jing Yuan, Enhong Chen, Hui Xiong, Zheng Yi +1 more
2017· article· en· ACM Transactions on Knowledge Discovery from Data· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
82
citations
affunlabeled
Story Forest
Bang Liu, Fred X. Han, Di Niu, Linglong Kong, Kunfeng Lai, Yu Xu
2020· article· en· ACM Transactions on Knowledge Discovery from Data· Computer Science
machine prediction:candidate · noneconsensus · none
60
citations
afffundunlabeled
Joint cluster analysis of attribute data and relationship data
Rong Ge, Martin Ester, Byron J. Gao, Zengjian Hu, Binay Bhattacharya, Boaz Ben‐Moshe
2008· article· en· ACM Transactions on Knowledge Discovery from Data· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
50
citations
affunlabeled
Link spam target detection using page farms
Bin Zhou, Jian Pei
2009· article· en· ACM Transactions on Knowledge Discovery from Data· Computer Science
machine prediction:candidate · noneconsensus · none
36
citations
afffundunlabeled
Internal Evaluation of Unsupervised Outlier Detection
Henrique O. Marques, Ricardo J. G. B. Campello, Jörg Sander, Arthur Zimek
2020· article· en· ACM Transactions on Knowledge Discovery from Data· Computer Science
machine prediction:candidate · noneconsensus · none
33
citations
affunlabeled
sGrapp: Butterfly Approximation in Streaming Graphs
Aida Sheshbolouki, M. TAMER ÖZSU
2022· article· en· ACM Transactions on Knowledge Discovery from Data· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
23
citations
afffundaboutunlabeled
ATR-Vis
Raheleh Makki, Eder José de Carvalho, Axel J. Soto, Stephen Brooks, Maria Cristina Ferreira de Oliveira, Evangelos Milios +1 more
2018· article· en· ACM Transactions on Knowledge Discovery from Data· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
18
citations
affunlabeled
Enumerating Trillion Subgraphs On Distributed Systems
Ha-Myung Park, Francesco Silvestri, Rasmus Pagh, Chin‐Wan Chung, Sung-Hyon Myaeng, U Kang
2018· article· en· ACM Transactions on Knowledge Discovery from Data· Computer Science
machine prediction:candidate · noneconsensus · none
17
citations
afffundunlabeled
Discovering Interesting Patterns from Hypergraphs
Md. Tanvir Alam, Chowdhury Farhan Ahmed, Md. Samiullah, Carson K. Leung
2023· article· en· ACM Transactions on Knowledge Discovery from Data· Computer Science
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Continuous Influence Maximization
Yang Yu, Xiangbo Mao, Jian Pei, Xiaofei He
2020· article· en· ACM Transactions on Knowledge Discovery from Data· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Lifelong Online Learning from Accumulated Knowledge
Changjian Shui, William Wang, Ihsen Hedhli, Chi Man Wong, Feng Wan, Boyu Wang +1 more
2022· article· en· ACM Transactions on Knowledge Discovery from Data· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
DeltaShield: Information Theory for Human- Trafficking Detection
Catalina Vajiac, Meng-Chieh Lee, Aayushi Kulshrestha, Sacha Lévy, Namyong Park, Andreas Olligschlaeger +3 more
2023· article· en· ACM Transactions on Knowledge Discovery from Data· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Modeling Regime Shifts in Multiple Time Series
Etienne Gael Tajeuna, Mohamed Bouguessa, Shengrui Wang
2023· article· en· ACM Transactions on Knowledge Discovery from Data· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
The Latent Maximum Entropy Principle
Dale Schuurmans, Yunxin Zhao
2012· article· en· ACM Transactions on Knowledge Discovery from Data· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations

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