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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 2 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. 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
Crowdsourcing moral machines
Edmond Awad, Sohan Dsouza, Jean‐François Bonnefon, Azim Shariff, Iyad Rahwan
2020· article· en· Communications of the ACM· Neuroscience
machine prediction:candidate · noneconsensus · none
62
citations
affunlabeled
Remote repair, diagnostics, and maintenance
Markus Biehl, Edmund Prater, John R. McIntyre
2004· article· en· Communications of the ACM· Engineering
machine prediction:candidate · noneconsensus · none
61
citations
affunlabeled
Challenges of memory management on modern NUMA systems
Fabien Gaud, Baptiste Lepers, Justin Funston, Mohammad Dashti, Alexandra Fedorova, Vivien Quéma +2 more
2015· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
51
citations
affunlabeled
Programming in K-12 science classrooms
Pratim Sengupta, Amanda Dickes, Amy Voss Farris, Ashlyn Karan, David Martin, Mason Wright
2015· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
49
citations
afffundunlabeled
Heads-up limit hold'em poker is solved
Michael Bowling, Neil Burch, Michael Johanson, Oskari Tammelin
2017· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
49
citations
affaboutunlabeled
Human interaction for high-quality machine translation
Francisco Casacuberta, Jorge Civera, Elsa Cubel, Antonio L. Lagarda, Guy Lapalme, Elliott Macklovitch +1 more
2009· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
49
citations
affunlabeled
Beyond power
Homa Javahery, Ahmed Seffah, Thiruvengadam Radhakrishnan
2004· article· en· Communications of the ACM· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
48
citations
affunlabeled
Surviving IT project cancellations
Charalambos L. Iacovou, Albert S. Dexter
2005· article· en· Communications of the ACM· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
48
citations
affunlabeled
Blockchain technology
Scott Ruoti, Ben Kaiser, Arkady Yerukhimovich, Jeremy Clark, Robert K. Cunningham
2019· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
47
citations
affunlabeled
Rethinking the value of IT, again
Maris G. Martinsons, Valdis Martinsons
2002· article· en· Communications of the ACM· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
45
citations
affunlabeled
Automating data science
Tijl De Bie, Luc De Raedt, José Hernández‐Orallo, Holger H. Hoos, Padhraic Smyth, Christopher K. I. Williams
2022· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
44
citations
affunlabeled
Programming the quantum future
Benoît Valiron, Neil J. Ross, Peter Selinger, D. Scott Alexander, Jonathan M. Smith
2015· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
42
citations
affunlabeled
Who Determines What Is Relevant? Humans or AI? Why Not Both?
Guglielmo Faggioli, Laura Dietz, Charles L. A. Clarke, Gianluca Demartini, Matthias Hagen, Claudia Hauff +5 more
2024· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
40
citations
fundno affunlabeled
Cyberwarfare
Sanjay Goel
2011· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
40
citations
affunlabeled
Detecting fake news in social media
Meeyoung Cha, Wei Gao, Cheng–Te Li
2020· article· en· Communications of the ACM· Social Sciences
machine prediction:candidate · noneconsensus · none
40
citations
affunlabeled
More than the code
Josh Tenenberg, Wolff‐Michael Roth, Donald Chinn, Alfredo Jornet, David Socha, Skip Walter
2018· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
40
citations
affunlabeled
How to avoid disappointment by design
Dorit Nevo, Michael Wade
2007· article· en· Communications of the ACM· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
37
citations
affunlabeled
IT innovation persistence
Theophanis C. Stratopoulos, Jee‐Hae Lim
2010· article· en· Communications of the ACM· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
37
citations
affaboutunlabeled
How they manage IT
Ali Reza Montazemi
2006· article· en· Communications of the ACM· Decision Sciences
machine prediction:candidate · noneconsensus · none
36
citations
affunlabeled
DP-cryptography
Sameer Wagh, Xi He, Ashwin Machanavajjhala, Prateek Mittal
2021· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
35
citations
affunlabeled
Preserving research data
James A. Jacobs, Charles Humphrey
2004· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · metaresearch+open_scienceconsensus · none
33
citations
affunlabeled
Structuring operating system aspects
Yvonne Coady, Gregor Kiczales, Mike Feeley, N.C. Hutchinson, Joon Ong
2001· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Actionable Auditing Revisited
Inioluwa Deborah Raji, Joy Buolamwini
2022· article· en· Communications of the ACM· Social Sciences
machine prediction:candidate · noneconsensus · none
30
citations
affunlabeled
Uncertainty in current and future health wearables
Bran Knowles, Alison Smith, Forough Poursabzi-Sangdeh, Di Lu, Halimat Alabi
2018· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
30
citations
affunlabeled
Cloud security
Mihir Nanavati, Patrick Colp, Bill Aiello, Andrew Warfield
2014· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Requirements engineering in new product development
Frank Safayeni, P. Robert Duimering, Kimberley Zheng, Natalia Derbentseva, Christopher Poile, Bing Ran
2008· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
29
citations
afffundunlabeled
Deep optimization for spectrum repacking
Neil Newman, Alexandre Fréchette, Kevin Leyton‐Brown
2017· article· en· Communications of the ACM· Decision Sciences
machine prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Misconceptions about computer science
Peter J. Denning, Matti Tedre, Pat Yongpradit
2017· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Quantum money
Scott Aaronson, Edward Farhi, David Gosset, Avinatan Hassidim, Jonathan A. Kelner, Andrew Lutomirski
2012· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
26
citations
affunlabeled
Traffic classification in an increasingly encrypted web
Iman Akbari, Mohammad A. Salahuddin, Leni Ven, Noura Limam, Raouf Boutaba, Bertrand Mathieu +2 more
2022· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
25
citations
afffundunlabeled
Explainable AI
Veda C. Storey, Roman Lukyanenko, Wolfgang Maaß, Jeffrey Parsons
2022· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
24
citations
affunlabeled
Non-volatile storage
Mihir Nanavati, Malte Schwarzkopf, Jake Wires, Andrew Warfield
2015· article· en· Communications of the ACM· Computer Science
machine prediction:candidate · noneconsensus · none
24
citations
affunlabeled
Consumer power in the digital society
Elia Zureik, Abbe Mowshowitz
2005· article· en· Communications of the ACM· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
24
citations
affunlabeled
Toward model-driven sustainability evaluation
Jörg Kienzle, Gunter Mussbacher, Benoît Combemale, Lucy Bastin, Nelly Bencomo, Jean‐Michel Bruel +10 more
2020· article· en· Communications of the ACM· Decision Sciences
machine prediction:candidate · noneconsensus · none
24
citations
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