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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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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.

189 results · 1 filter active ·
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20002025
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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.
189 works in the cohort · of 4,299,418page 4 of 4

Labels cover 2 of 189 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 189 of 189 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The risks of stopping too soon
David Lorge Parnas
2011· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
5
citations
affunlabeled
Global AI Cultures
Simone Natale, Federico Biggio, Payal Arora, John Downey, Riccardo Fassone, Rafael Grohmann +8 more
2025· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
5
citations
affunlabeled
(Re)Use of Research Results (Is Rampant)
María Teresa Baldassarre, Neil Ernst, Ben Hermann, Tim Menzies, Rahul Yedida
2023· article· en· Communications of the ACM· Decision Sciences
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
5
citations
affunlabeled
Learning your limit
Timothy G. Rogers, Mike O’Connor, Tor M. Aamodt
2014· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
4
citations
affunlabeled
Musings of an "old-school" programmer
Stephen B. Jenkins
2006· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
4
citations
affunlabeled
Designing UIs for static-analysis tools
Daniil Tiganov, Lisa Nguyen Quang, Karim Ali
2022· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
3
citations
affunlabeled
Introduction
2002· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
3
citations
affunlabeled
Moving vs. inviting software agents
Zakaria Maamar, Paul Labbé
2003· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
3
citations
affunlabeled
Money models for MOOCs
Chrysanthos Dellarocas, Marshall Van Alstyne
2013· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
3
citations
afffundunlabeled
From Zero to 100
Matthew Bush, Atefeh Mashatan
2023· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
3
citations
affunlabeled
Reaching out to the media
Frances Rosamond, Roswitha Bardohl, Stephan Diehl, Uwe Geisler, Gordon Bolduan, Annette Leßmöllmann +2 more
2011· article· en· Communications of the ACM· Business, Management and Accounting
distilled prediction:candidate · open_scienceconsensus · open_science
3
citations
affunlabeled
Responsible computing during COVID-19 and beyond
Solon Barocas, Asia J. Biega, Margarita Boyarskaya, Kate Crawford, Hal Daumé, Miroslav Dudı́k +9 more
2021· article· en· Communications of the ACM· Business, Management and Accounting
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
2
citations
affunlabeled
The rime of the ancyent programmer
Stephen B. Jenkins
2007· article· en· Communications of the ACM· Engineering
distilled prediction:candidate · open_scienceconsensus · none
2
citations
affunlabeled
ACM Profits Considered Harmful
William J. Bowman
2024· article· en· Communications of the ACM· Business, Management and Accounting
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
2
citations
affunlabeled
Asia's surging interest in binary analysis
Sang Kil, Zhenkai Liang
2020· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
1
citations
affunlabeled
Inside risks: computers
David Lorge Parnas, Peter G. Neumann
2001· article· en· Communications of the ACM· Business, Management and Accounting
distilled prediction:candidate · open_scienceconsensus · open_science
1
citations
affunlabeled
A time to retrospect and prospect
Calvin C. Gotlieb
2008· article· en· Communications of the ACM· Business, Management and Accounting
distilled prediction:candidate · open_scienceconsensus · open_science
1
citations
aboutno affunlabeled
Q&A: The chief computer
Leah Hoffmann
2011· article· en· Communications of the ACM· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · open_scienceconsensus · open_science
0
citations
affunlabeled
Organizing family support services at ACM conferences
Audrey Girouard, Jon E. Froehlich, Regan L. Mandryk, Mark Hancock
2020· preprint· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
0
citations
affunlabeled
Viewpoint
Andrew B. Holmes, John Ryan
2003· article· en· Communications of the ACM· Business, Management and Accounting
distilled prediction:candidate · open_scienceconsensus · none
0
citations
affunlabeled
A call to action
Ronald M. Baecker
2022· article· en· Communications of the ACM· Social Sciences
distilled prediction:candidate · metaresearch+sts+open_scienceconsensus · open_science
0
citations
affunlabeled
Long-Term Mentoring for Computer Science Researchers
Emily Ruppel, Sihang Liu, Elba Garza, Sukyoung Ryu, Alexandra Silva, Talia Ringer
2023· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
0
citations
affunlabeled
Will AI Flood Us with Irrelevant Papers?
Daniel Lemire
2024· article· en· Communications of the ACM· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · open_scienceconsensus · none
0
citations
affunlabeled
A conversation with
Kirk McKusick, Margo Seltzer, Michael A. Olson
2022· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
0
citations
aboutno affunlabeled
A Technology Swiss Army Knife
Kay Kukoyi
2024· article· en· Communications of the ACM· Engineering
distilled prediction:candidate · open_scienceconsensus · none
0
citations
affunlabeled
Finding the art in systems conversions, naming
Doug Meil, Mario Antoine Aoun
2021· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
0
citations
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