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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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Lecture notes in networks and systems
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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.

594 results · 1 filter active ·
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20172025
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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.
594 works in the cohort · of 4,299,418page 9 of 12

Labels cover 1 of 594 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 594 of 594 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Scoping Review of YOLO Applications in Emergency Vehicle Detection
Ali Omari Alaoui, Abdelaaziz Hessane, Ahmed El Youssefi, Mohamed Khalifa Boutahir, Ahmad El Allaoui
2025· book-chapter· en· Lecture notes in networks and systems· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Strengthening Health Systems Toward Dynamic Sustainability
Sanju Kaladharan, Dhanya Manayath, Viswanathan, P. K. Viswanathan, Kirsha Kishore Sahib
2024· book-chapter· en· Lecture notes in networks and systems· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Translating HFE into Action – Lessons from the Frontline
Sara Albolino, Peter Lachman, Christina M. Krause, Allison Muniak
2021· book-chapter· en· Lecture notes in networks and systems· Health Professions
distilled prediction:candidate · research_integrityconsensus · none
0
citations
affno abstractunlabeled
AI-Oriented Cybersecurity: Security Intelligence
Tamanna Jena
2024· book-chapter· en· Lecture notes in networks and systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
AI, EMH and Behavioral Finance
Himanshu Joshi, Hamed Taherdoost
2025· book-chapter· en· Lecture notes in networks and systems· Decision Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
An Efficient Voice Replay Antispoofing Method
Muteb Aljasem, Ali Javed, Mohammed Abouheaf, Mohammad Mayyas
2025· book-chapter· en· Lecture notes in networks and systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
The Non-linear Dynamic Response of Microstructures
M. Amin Changizi, Ion Stiharu, Davut Erdem Sahin
2019· book-chapter· en· Lecture notes in networks and systems· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Data Science and Applications
2025· book· en· Lecture notes in networks and systems· Decision Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Low Cost IoT-Based Automated Locust Monitoring System, Kazungula, Zambia
Brian Halubanza, Jackson Phiri, Mayumbo Nyirenda, Phillip O. Y. Nkunika, Douglas Kunda
2023· book-chapter· en· Lecture notes in networks and systems· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Effects of Lighting and Barricades in Crowd Management
Elisha Fast, Andrew J. Park, Ryan Ficocelli, Lee D. Patterson, Frank Dodich, Valerie Spicer
2024· book-chapter· en· Lecture notes in networks and systems· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Innovations in Smart Cities Applications Volume 7
Mohamed Ben Ahmed, Rani El Meouche, İsmail Rakıp Karaş
2024· book· en· Lecture notes in networks and systems· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Leveraging Predictive Maintenance for Photovoltaic Systems
Younes Ledmaoui, Mourad Raif, Mohamed El Aroussi, Rachid Saadane, Abdeslam Jakimi, Abdellah Chehri
2025· book-chapter· en· Lecture notes in networks and systems· Energy
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations

How this was built: Screen · Findings · About