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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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Advances in computational intelligence and robotics book series
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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.

90 results · 1 filter active ·
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20112025
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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.
90 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 90 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 90 of 90 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Design and Analysis of Computer Experiments
Xinwei Deng, Ying Hung, C. Devon Lin
2017· book-chapter· en· Advances in computational intelligence and robotics book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
28
citations
affunlabeled
Smart Plant Monitoring System Using IoT Technology
Ankur Kohli, Rohit Kohli, Bhupendra Singh, Jasjit Singh
2019· book-chapter· en· Advances in computational intelligence and robotics book series· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Online User Interaction Traits in Web-Based Social Biometrics
Madeena Sultana, Padma Polash Paul, Marina L. Gavrilova
2014· book-chapter· en· Advances in computational intelligence and robotics book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
Cybersecurity Approaches to IoT Platforms in E-Healthcare Systems
Federick Oscar, Ugochukwu Okwudili Matthew, Hope Ayokunle Oladele, Edidiong Elijah Akpan, Oluwaseun Adeyombo Cole, Bamidele Olalekan Ademilua +1 more
2025· book-chapter· en· Advances in computational intelligence and robotics book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
State-of-the-Art Assistive Technology for People with Dementia
Clifton Phua, Patrice Roy, Hamdi Aloulou, Jit Biswas, Andrei Tolstikov, Victor Siang-Fook Foo +5 more
2011· book-chapter· en· Advances in computational intelligence and robotics book series· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Social Behavioral Biometrics in Smart Societies
Sanjida Nasreen Tumpa, K. N. Pavan Kumar, Madeena Sultana, Gee-Sern Hsu, Orly Yadid-Pecht, Svetlana Yanushkevich +1 more
2020· book-chapter· en· Advances in computational intelligence and robotics book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
Patient Behavioral Analysis With Smart Healthcare and IoT
Sanjay Mate, Renuka Suryawanshi, Manjusha Taur, Kishor S. Wagh
2022· book-chapter· en· Advances in computational intelligence and robotics book series· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
Cases on Edge Computing and Analytics
2021· book· en· Advances in computational intelligence and robotics book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
Brachytherapy Needle Steering Guidance Using Image Overlay
Carlos Rossa, McNiel Keri, Mahdi Tavakoli
2018· book-chapter· en· Advances in computational intelligence and robotics book series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affaboutunlabeled
Application of Fuzzy Soft Set in Patients' Prioritization
Samira Abbasgholizadeh Rahimi
2017· book-chapter· en· Advances in computational intelligence and robotics book series· Decision Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Explanations in Artificial Intelligence Decision Making
Norman G. Vinson, Heather Molyneaux, Joel Martin
2019· book-chapter· en· Advances in computational intelligence and robotics book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Learned Behavior
Jacquelyne Forgette, Michael Katchabaw
2016· book-chapter· en· Advances in computational intelligence and robotics book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Transformational HR for Generation Z
Shivani Dhand, Rimpa Kar, Avtar Singh, Ujjwal Kumar Pathak, Aayushi Pandey, Simranjit S. Randhawa
2025· book-chapter· en· Advances in computational intelligence and robotics book series· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Redefining Work
Preet Kanwal, Jasleen Purty, Neesha Rawat, Sandeep Kaur Randhawa, Kulpreet Kaur
2025· book-chapter· en· Advances in computational intelligence and robotics book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Remote Work Realities and Public Sector Burnout
Aruna Kumari, Preet Kanwal, Shalu Singh, Monalisha Patel, Gagandeep Kaur, Shashank Mittal +1 more
2025· book-chapter· en· Advances in computational intelligence and robotics book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
The AI Connection
Pawan Kumar, Mukul Bhatnagar, Bhupinder Pal Singh Chahal, Sanjay Taneja, Larisa Mistrean
2025· book-chapter· en· Advances in computational intelligence and robotics book series· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Quality Estimation for Facial Biometrics
Sanjida Nasreen Tumpa, Andrei Dmitri Gavrilov, Omar A. Zatarain, Fatema Tuz Zohra, Marina L. Gavrilova
2020· book-chapter· en· Advances in computational intelligence and robotics book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Urban Transportation Planning
Sitesh Kumar Singh, Bader Eddin Alasali, Yuvraj Belbase
2025· book-chapter· en· Advances in computational intelligence and robotics book series· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
blockAuth
Bishwo Prakash Pokharel, Naresh Kshetri, Suresh Raj Sharma, S. Paudel
2025· book-chapter· en· Advances in computational intelligence and robotics book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
A Universal Architecture for Migrating Cognitive Agents
Kaveh Hassani, Won‐Sook Lee
2016· book-chapter· en· Advances in computational intelligence and robotics book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Bridging the AI Divide
2025· book-chapter· Advances in computational intelligence and robotics book series· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affunlabeled
Smart Warehousing
Harleen Aggarwal, Parinita Malhotra
2025· book-chapter· en· Advances in computational intelligence and robotics book series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Investigating the Potential
G. Arun Sampaul Thomas, S. Muthukaruppasamy, J. Nandha Gopal, Jose Anand, Gowtham Nimmal Haribabu
2024· book-chapter· en· Advances in computational intelligence and robotics book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Impact of Using ChatGPT on Students
Robee Roshna Zia
2025· book-chapter· en· Advances in computational intelligence and robotics book series· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Artificial Intelligence (AI) in Geriatric Diagnostics
Iris-Panagiota Efthymiou, Konstantinos Stolakis
2025· book-chapter· Advances in computational intelligence and robotics book series· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Future Financial Decision-Making Systems
Divya Gupta, Parul Loomba, Niyati Niyati, Bhupinder Pal Singh Chahal, Priyanka Dhami Waldia
2025· book-chapter· Advances in computational intelligence and robotics book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Girls Building Androids and Robots
Maya Götz, Diana Iulia Nastasia, Judith Johnson
2017· book-chapter· en· Advances in computational intelligence and robotics book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Emerging Trends in Social Sustainability Within Manufacturing Supply Chains
Mohd. Asif Gandhi, Eti Khatri, Nittan Arora, Kuldeep Agnihotri, A. Thangam, V. V. S. Murty Bolla +1 more
2025· book-chapter· en· Advances in computational intelligence and robotics book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
AI-Driven Route Optimization and Sustainable Logistics
Pawan Kumar, Arvinder Kaur, Bhupinder Pal Singh Chahal, Pravesh Soti
2025· book-chapter· en· Advances in computational intelligence and robotics book series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Empowering Elderly Care Through Artificial Intelligence
Nikhil Kumar Goyal, Navin Kumar Goyal, S. Sathish Kumar, Ritam Dutta, Vishal Kothari, Sanjay Kumar Sinha
2025· book-chapter· Advances in computational intelligence and robotics book series· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

How this was built: Screen · Findings · About