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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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Data Mining Algorithms and Applications
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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.

1,100 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.
1,100 works in the cohort · of 4,299,418page 21 of 22

Labels cover 1 of 1,100 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 1,100 of 1,100 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Knowledge Discovery
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Unleashing the benefits of SparkContext for Big Data
Hayder Kareem Algabri, Hassan M.A. Hassan, Noor Thamer Mahmood
2024· article· en· SSRN Electronic Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Link Mining Metric
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
BoQ: A Place is Worth a Bag of Learnable Queries
Amar Ali-bey, Brahim Chaib-draa, Philippe Giguère
2024· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Mining methods and method selection
B.H.G. Brady, E.T. Brown
2005· book-chapter· en· Kluwer Academic Publishers eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Reality Mining
2018· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Log Dataset
Dong Jae Kim
2022· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
affno abstractunlabeled
On Reduct Construction Algorithms
Yiyu Yao, Yan Zhao, Jue Wang
2008· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Categorical Data Similarity
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Conceptual Data Model
Ling Liu, M. TAMER ÖZSU
2009· book-chapter· en· Encyclopedia of Database Systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Introduction to the Minitrack on Geospatial Big Data Analytics
Joe Aversa
2022· article· en· Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
Proceedings of the 2017 AdKDD & TargetAd Workshop
Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-Chih Lee, Kun Liu, Vladan Radosavljević +1 more
2017· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
0
citations
affno abstractunlabeled
Graph Pattern Mining
2018· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Erratum to: Scalable Metric Learning for Co-Embedding
Farzaneh Mirzazadeh, Martha White, András György, Dale Schuurmans
2015· erratum· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
0
citations
affunlabeled
Session details: Data mining track
Chandan K. Reddy, Hasan M. Jamil, Osmar R. Zai͏̈ane
2009· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
QuadraticModels.jl
2019· other· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Web Mining
2014· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Web Mining
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Network Mining
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Classification Tree
2009· book-chapter· en· Encyclopedia of Database Systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/b978-0-08-057206-2.50010-3
2000· book-chapter· en· Time to knit· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Foreword
J. Ian Munro
2016· book-chapter· en· Cambridge University Press eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Subgraph Mining
Reda Alhajj, Jon Rokne
2014· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Classification Of Large Sets By Trades.
Ziba Eslami
2007· article· en· Ars Combinatoria· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
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