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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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Studies in systems, decision and control
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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.

140 results · 1 filter active ·
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20152025
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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.
140 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 140 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 140 of 140 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Harnessing AI for Project Risk Management: A Paradigm Shift
He Li, Mohammad Yazdi, Arman Nedjati, Rosita Moradi, Sidum Adumene, Uyen Dao +12 more
2024· book-chapter· en· Studies in systems, decision and control· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
affno abstractunlabeled
Spectral Analysis of Random Processes
Muammer Çatak, Tofigh Allahviranloo, Witold Pedrycz
2021· book-chapter· en· Studies in systems, decision and control· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Introduction to Fuzzy Logic
Mehdi Soltanifar, Hamid Sharafi, Farhad Hosseinzadeh Lotfı, Witold Pedrycz, Tofigh Allahviranloo
2023· book-chapter· en· Studies in systems, decision and control· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Introduction to Data Envelopment Analysis
Mehdi Soltanifar, Hamid Sharafi, Farhad Hosseinzadeh Lotfı, Witold Pedrycz, Tofigh Allahviranloo
2023· book-chapter· en· Studies in systems, decision and control· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
The Grand Narrative of Competitive Advantage and Toy Models
Issam Tlemsani, Robin Matthews, Mohamed Ashmel Mohamed Hashim, Osama El-Temtamy
2024· book-chapter· en· Studies in systems, decision and control· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Energy-Aware Cognitive Radio Systems
Ebrahim Bedeer, Osama Amin, Octavia A. Dobre, Mohamed H. Ahmed
2016· book-chapter· en· Studies in systems, decision and control· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Hybrid Multi-attribute Decision-Making Methods Based on Preferential Voting
Mehdi Soltanifar, Hamid Sharafi, Farhad Hosseinzadeh Lotfı, Witold Pedrycz, Tofigh Allahviranloo
2023· book-chapter· en· Studies in systems, decision and control· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow
2
citations
affno abstractunlabeled
Strategy Development: The Case of GAMA Power Systems
Issam Tlemsani, Mohamed Ashmel Mohamed Hashim, Osama El-Temtamy
2024· book-chapter· en· Studies in systems, decision and control· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Continuous Random Variables
Muammer Çatak, Tofigh Allahviranloo, Witold Pedrycz
2021· book-chapter· en· Studies in systems, decision and control· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
E-governance and the Future of Public Administration
Ismail Mseer, Ahmad Abdelhafiz Ali Samhan
2025· book-chapter· en· Studies in systems, decision and control· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Distributed Consensus Control for Nonlinear Multi-agent Systems
Xin Chen, Min Wu, Witold Pedrycz, Krzysztof Gałkowski, Wojciech Paszke
2021· book-chapter· en· Studies in systems, decision and control· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · metaepi_narrow
1
citations
affno abstractunlabeled
Analysis of Numerical Methods
Zahra Eidinejad, Reza Saadati, Tofigh Allahviranloo, Chenkuan Li, Javad Vahidi
2025· book-chapter· en· Studies in systems, decision and control· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Preferential Voting Based on Undesirable Voters
Mehdi Soltanifar, Hamid Sharafi, Farhad Hosseinzadeh Lotfı, Witold Pedrycz, Tofigh Allahviranloo
2023· book-chapter· en· Studies in systems, decision and control· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
1
citations

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