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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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Advanced Malware Detection Techniques
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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.

affaffiliation
fundfunder
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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.

977 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.
977 works in the cohort · of 4,299,418page 8 of 20

Labels cover 1 of 977 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 977 of 977 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Measuring code reuse in Android apps
Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani
2016· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Watch out! Doxware on the way…
Routa Moussaileb, Renzo E. Navas, Nora Cuppens
2020· article· en· Journal of Information Security and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
D-ForenRIA
Salman Hooshmand, Akib Mahmud, Gregor von Bochmann, Muhammad Faheem, Guy-Vincent Jourdan, Russ Couturier +1 more
2016· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
On benign features in malware detection
Michael C. Cao, Sahar Badihi, Khaled E. Ahmed, Peiyu Xiong, Julia Rubin
2020· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
A Study on How Users Choose Apps
Adel Alhejaili, James Blustein
2022· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
afffundunlabeled
Hidden in Plain Sight
Sajjad Pourali, Nayanamana Samarasinghe, Mohammad Mannan
2022· article· en· Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
6
citations
affunlabeled
Human Factors in Cybersecurity
Xichen Zhang, Ali A. Ghorbani
2021· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
afffundunlabeled
Security Weaknesses in IoT Management Platforms
Bhaskar Tejaswi, Mohammad Mannan, Amr Youssef
2023· article· en· IEEE Internet of Things Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Microsoft Malware Prediction Using LightGBM Model
ZheMing Zhang
2022· article· en· 2022 3rd International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering (ICBAIE)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
AI Makes Crypto Evolve
Behrouz Zolfaghari, Takeshi Koshiba
2022· article· en· Applied System Innovation· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Economics of Ransomware Attacks
Terrence August, Duy Dao
2019· article· en· SSRN Electronic Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
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