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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 ·
Categories
Machine labels · sparse coverage
Evidence
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 3 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
FIsViz: A Frequent Itemset Visualizer
2008· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
57
citations
affunlabeled
FOSHU
2015· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
56
citations
affno abstractunlabeled
Advanced Pattern Mining
2012· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
56
citations
affunlabeled
Big Data Analysis and Mining
2017· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
54
citations
affno abstractunlabeled
Advances in Knowledge Discovery and Data Mining
2013· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
51
citations
affunlabeled
Hierarchical Document Clustering
2005· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
45
citations
affunlabeled
RHUPS
2021· article· en· ACM Transactions on Intelligent Systems and Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
43
citations
afffundunlabeled
Text Mining with n-gram Variables
2017· article· en· The Stata Journal Promoting communications on statistics and Stata· Computer Science
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
40
citations
affno abstractunlabeled
Associative Classifiers for Medical Images
2003· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
39
citations
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