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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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World Scientific series in digital forensics and cybersecurity
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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
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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.

10 results · 1 filter active ·
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20232023
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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.
10 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 10 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 10 of 10 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Digital Forensics for Emerging Technologies: Present and Future
Ehsan Khodayarseresht, Suryadipta Majumdar
2023· book-chapter· en· World Scientific series in digital forensics and cybersecurity· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
6
citations
afffundunlabeled
Forensic Data Analytics for Anomaly Detection in Evolving Networks
Li Yang, Abdallah Moubayed, Abdallah Shami, Amine Boukhtouta, Parisa Heidari, Stere Preda +3 more
2023· book-chapter· en· World Scientific series in digital forensics and cybersecurity· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
5
citations
affno abstractunlabeled
Digital Evidence Collection in IoT Environment
Jane Iveatu Obioha, Amaliya Princy Mohan, Habib Louafi
2023· book-chapter· en· World Scientific series in digital forensics and cybersecurity· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
1
citations
affno abstractunlabeled
Optimizing IoT Device Fingerprinting Using Machine Learning
Oluwatosin Falola, Habib Louafi, Malek Mouhoub
2023· book-chapter· en· World Scientific series in digital forensics and cybersecurity· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
1
citations
affno abstractunlabeled
An Event-Driven Forensic Auditing Framework for Clouds
Habib Louafi, Xin Yue, Masoud Bozorgi, Ronald Ellis, Yosr Jarraya, Makan Pourzandi +1 more
2023· book-chapter· en· World Scientific series in digital forensics and cybersecurity· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
affno abstractunlabeled
Optimized Feature Selection for Network Anomaly Detection
Aniss Chohra, Paria Shirani, ElMouatez Billah Karbab, Mourad Debbabi
2023· book-chapter· en· World Scientific series in digital forensics and cybersecurity· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
affno abstractunlabeled
Innovations in Digital Forensics
Suryadipta Majumdar, Paria Shirani, Lingyu Wang
2023· book· en· World Scientific series in digital forensics and cybersecurity· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
affno abstractunlabeled
FRONT MATTER
Suryadipta Majumdar, Paria Shirani, Lingyu Wang
2023· paratext· en· World Scientific series in digital forensics and cybersecurity
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Multi-level Security Investigation for Clouds
Suryadipta Majumdar
2023· book-chapter· en· World Scientific series in digital forensics and cybersecurity· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
affno abstractunlabeled
Conclusion
Suryadipta Majumdar, Paria Shirani
2023· book-chapter· en· World Scientific series in digital forensics and cybersecurity
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About