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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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Journal of Data and Information Quality
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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.

17 results · 1 filter active ·
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20162024
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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.
17 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 17 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 17 of 17 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Anserini
Peilin Yang, Hui Fang, Jimmy Lin
2018· article· en· Journal of Data and Information Quality· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
230
citations
affunlabeled
Evaluation-as-a-Service for the Computational Sciences
Frank Hopfgartner, Allan Hanbury, Henning Müller, Ivan Eggel, Krisztian Balog, Torben Brodt +10 more
2018· article· en· Journal of Data and Information Quality· Computer Science
distilled prediction:candidate · noneconsensus · none
44
citations
affunlabeled
Ontological Multidimensional Data Models and Contextual Data Quality
Leopoldo Bertossi, Mostafa Milani
2017· article· en· Journal of Data and Information Quality· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · metaresearch+scholarly_communication+open_science
20
citations
affunlabeled
Dependable Data Repairing with Fixing Rules
Jiannan Wang, Nan Tang
2017· article· en· Journal of Data and Information Quality· Decision Sciences
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
14
citations
affunlabeled
Editorial
Christian Bizer, Luna Dong, Ihab F. Ilyas, María-Esther Vidal
2016· editorial· en· Journal of Data and Information Quality· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · metaresearch+scholarly_communication
12
citations
affunlabeled
InfoClean
Fei Chiang, Dhruv Gairola
2017· article· en· Journal of Data and Information Quality· Computer Science
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · open_science
9
citations
afffundunlabeled
The Challenge of Test Data Quality in Data Processing
Christoph Becker, Kresimir Duretec, Andreas Rauber
2017· article· en· Journal of Data and Information Quality· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · metaresearch+scholarly_communication+open_science
8
citations
afffundunlabeled
Unifying Data and Constraint Repairs
Fei Chiang, Siddharth Sitaramachandran
2016· article· en· Journal of Data and Information Quality· Decision Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
6
citations
affunlabeled
Contextual Data Cleaning with Ontology Functional Dependencies
Zheng Zheng, Longtao Zheng, Morteza Alipourlangouri, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta +1 more
2022· article· en· Journal of Data and Information Quality· Decision Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
5
citations
affunlabeled
Benchmark of Bitrate Adaptation in Video Streaming
Jessica Chen, Henry Milner, Ion Stoica, Jibin Zhan
2021· article· en· Journal of Data and Information Quality· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
3
citations
affunlabeled
Improving Adaptive Video Streaming through Session Classification
Zahaib Akhtar, Anh Le, Yun Seong Nam, Jessica Chen, Ramesh Govindan, Ethan Katz-Bassett +2 more
2019· article· en· Journal of Data and Information Quality· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
1
citations
affunlabeled
Editorial: Special Issue on Software Engineering and AI for Data Quality
Foutse Khomh, Andreas Metzger, Phu H. Nguyen, Sagar Sen
2024· editorial· en· Journal of Data and Information Quality· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communicationconsensus · scholarly_communication
0
citations

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