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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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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.

288 results · 1 filter active ·
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20052025
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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.
288 works in the cohort · of 4,299,418page 3 of 6

Labels cover 0 of 288 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 288 of 288 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.

affno abstractunlabeled
Artificial Intelligence in Control and Decision-making Systems
Yuriy Kondratenko, Владик Крейнович, Witold Pedrycz, A. A. Chikriĭ, Anna M. Gil‐Lafuente
2023· book· en· Studies in computational intelligence· Engineering
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Analytical Hierarchy Process (AHP) in Fuzzy Environment
Farhad Hosseinzadeh Lotfı, Tofigh Allahviranloo, Witold Pedrycz, Mohammadreza Shahriari, Hamid Sharafi, Somayeh Razipour GhalehJough
2023· book-chapter· en· Studies in computational intelligence· Decision Sciences
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Foundations of Classification
Jing Yao, Yiyu Yao, Yan Zhao
2005· book-chapter· en· Studies in computational intelligence· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Peer-to-Peer Streaming Systems
Yifeng He, Ling Guan
2010· book-chapter· en· Studies in computational intelligence· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Does Everyone Think, or Is It Just Me?
Cameron Shelley
2010· book-chapter· en· Studies in computational intelligence· Neuroscience
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Weight Determination Methods in Fuzzy Environment
Farhad Hosseinzadeh Lotfı, Tofigh Allahviranloo, Witold Pedrycz, Mohammadreza Shahriari, Hamid Sharafi, Somayeh Razipour GhalehJough
2023· book-chapter· en· Studies in computational intelligence· Decision Sciences
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Simple Additive Weighting (SAW) Method in Fuzzy Environment
Farhad Hosseinzadeh Lotfı, Tofigh Allahviranloo, Witold Pedrycz, Mohammadreza Shahriari, Hamid Sharafi, Somayeh Razipour GhalehJough
2023· book-chapter· en· Studies in computational intelligence· Decision Sciences
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Agent Specialization in Complex Social Swarms
Denton Cockburn, Ziad Kobti
2009· book-chapter· en· Studies in computational intelligence· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
GTSOM: Game Theoretic Self-organizing Maps
Joseph P. Herbert, JingTao Yao
2006· book-chapter· en· Studies in computational intelligence· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Ant Colony Optimization for Option Pricing
Sameer Kumar, Ruppa K. Thulasiram, Parimala Thulasiraman
2009· book-chapter· en· Studies in computational intelligence· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Coding Literacy in the Age of Generative AI
Robert W. Brennan, Brenda McDermott
2024· book-chapter· en· Studies in computational intelligence· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Stock Investment Decision Making: A Social Network Approach
Negar Koochakzadeh, Fatemeh Keshavarz, Atieh Sarraf, Ali Rahmani, Keivan Kianmehr, Mohammad Rifaie +2 more
2011· book-chapter· en· Studies in computational intelligence· Decision Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Paradigms of Concurrency
Ryszard Janicki, Jetty Kleijn, Maciej Koutny, Łukasz Mikulski
2022· book· en· Studies in computational intelligence· Computer Science
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
VIKOR Method in Uncertainty Environment
Farhad Hosseinzadeh Lotfı, Tofigh Allahviranloo, Witold Pedrycz, Mohammadreza Shahriari, Hamid Sharafi, Somayeh Razipour GhalehJough
2023· book-chapter· en· Studies in computational intelligence· Decision Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Hybrid Differential Evolution and GMDH Systems
Godfrey C. Onwubolu
2009· book-chapter· en· Studies in computational intelligence· Computer Science
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Elimination Choice Translating Reality (ELECTRE) in Uncertainty Environment
Farhad Hosseinzadeh Lotfı, Tofigh Allahviranloo, Witold Pedrycz, Mohammadreza Shahriari, Hamid Sharafi, Somayeh Razipour GhalehJough
2023· book-chapter· en· Studies in computational intelligence· Decision Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Computer Network Reverse Engineering
Hui Zhou, Wencai Du, Shaochun Xu, Qinling Xin
2011· book-chapter· en· Studies in computational intelligence· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations

How this was built: Screen · Findings · About