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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.

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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ACM SIGOPS Operating Systems Review
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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.

42 results · 1 filter active ·
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20002024
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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.
42 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 42 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 42 of 42 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
HASS
Daniel Shelepov, Juan Carlos Sáez, Stacey Jeffery, Alexandra Fedorova, N. Pérez, Zhi Huang +2 more
2009· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
220
citations
affunlabeled
The taser intrusion recovery system
Ashvin Goel, Kenneth Po, Kamran Farhadi, Zheng Li, Eyal de Lara
2005· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
137
citations
affunlabeled
Thread clustering
David Tam, Reza Azimi, Michael Stumm
2007· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
53
citations
affunlabeled
The case for a versatile storage system
Samer Al-Kiswany, Abdullah Gharaibeh, Matei Ripeanu
2010· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
41
citations
affunlabeled
Comparing the performance of web server architectures
David Pariag, Tim Brecht, Ashif S. Harji, Peter A. Buhr, Amol Shukla, David R. Cheriton
2007· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Passive network forensics
John McHugh, Ron McLeod, Vagishwari Nagaonkar
2008· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Parallax
Dutch T. Meyer, Gitika Aggarwal, Brendan Cully, Geoffrey Lefebvre, Michael J. Feeley, Norman C. Hutchinson +1 more
2008· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Reconstructing system state for intrusion analysis
Ashvin Goel, Kamran Farhadi, Kenneth Po, Wu-chang Feng
2008· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Fireflies
Håvard D. Johansen, André Allavena, Robbert van Renesse
2006· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Melange
Anil Madhavapeddy, Alex Ho, Tim Deegan, David Scott, Ripduman Sohan
2007· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Itrustpage
Troy Ronda, Stefan Saroiu, Alec Wolman
2008· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
12
citations
affunlabeled
K42
Dilma Da Silva, Orran Krieger, Robert W. Wisniewski, Amos Waterland, David Tam, Andrew Baumann
2006· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
9
citations
fundno affunlabeled
Recording shared memory dependencies using strata
Satish Narayanasamy, Cristiano Pereira, Brad Calder
2006· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
8
citations
affunlabeled
JIT instrumentation
Marek Olszewski, Keir Mierle, Adam Czajkowski, Angela Demke Brown
2007· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
8
citations
affunlabeled
URICA
Iqbal Mohomed, Jim Chengming Cai, Eyal de Lara
2006· article· en· ACM SIGOPS Operating Systems Review· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
File systems deserve verification too!
Gabriele Keller, Toby Murray, Sidney Amani, Liam O’Connor, Zilin Chen, Leonid Ryzhyk +2 more
2014· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
mTags
Augusto Born de Oliveira, Ahmad Saif Ur Rehman, Sebastian Fischmeister
2012· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
SelfTalk for Dena
Saeed Ghanbari, Gokul Soundararajan, Cristiana Amza
2010· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Predictor virtualization
Ioana Burcea, Stephen Somogyi, Andreas Moshovos, Babak Falsafi
2008· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
Minding the gap
Muli Ben-Yehuda, Eric Van Hensbergen, Marc E. Fiuczynski
2008· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Overview of TOS
Tyrone Nicholas, Jerzy A. Barchanski
2000· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations

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