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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.

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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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Multi-Agent Systems and Negotiation
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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
fundfunder
venuejournal
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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.

940 results · 1 filter active ·
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20002025
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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.
940 works in the cohort · of 4,299,418page 11 of 19

Labels cover 0 of 940 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 940 of 940 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Agent Frameworks in FCVW
Elhadi Shakshuki, Ivan Tomek, O. Prabhu
2005· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
From text to scheme
Douglas Walton, Marcin Koszowy
2018· article· en· International Review of Pragmatics· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
afffundunlabeled
TSI-Enhanced Engaging Pedagogical Agents
Steve Leung, Sandeep Virwaney, Fuhua Lin, Andrew J. Armstrong
2011· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
MAS and fault-management
Peng Xu, Ralph Deters
2004· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Modelling a Multi-agent System Environment
Sehl Mellouli, Guy W. Mineau, Daniel Pascot
2003· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Integrating Multiagent Systems into Virtual Worlds
Grant McClure, Virwaney Sandeep, Fuhua Lin
2013· article· en· Advances in intelligent systems research/Advances in Intelligent Systems Research· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow
3
citations
affunlabeled
Computational Dialectics
Douglas Walton
2007· book-chapter· en· Cambridge University Press eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
Adaptive and Learning Agents
Peter Vrancx, Matthew D. Knudson
2012· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
venueno affunlabeled
A Simple Theory of Argument Schemes
G. C. Goddu
2021· article· en· Informal Logic· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
10.51847/4hRmaCrEQz
Mohamed Osama Khozium
2000· article· en· Time to knit· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
venueno affunlabeled
Introduction to the Special Issue
Lilián Bermejo-Luque, Andrei Moldovan
2021· article· en· Informal Logic· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
Agent-Based Coordination Support For Business Processes
Dominik Deschner, Oliver Hofmann, Freimut Bodendorf
2000· article· en· INFOR Information Systems and Operational Research· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
affunlabeled
ADAM
Sunitha Ramanujam, Miriam A. M. Capretz
2005· article· en· International Journal of Intelligent Information Technologies· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
El Agente: An Autonomous Agent for Quantum Chemistry
Austin H. Cheng, Abdulrahman Aldossary, Shi Xuan Leong, Jorge A. Campos-Gonzalez-Angulo, Changhyeok Choi, Cher Tian Ser +8 more
2025· preprint· es· SSRN Electronic Journal· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
2
citations
affunlabeled
Teaching Multi-Agent Systems using the ARES Simulator
Jörg Denzinger, Jordan Kidney
2005· article· en· Innovation in Teaching and Learning in Information and Computer Sciences· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
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