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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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Complex Systems and Decision Making
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,260 results · 1 filter active ·
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20002025
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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.
1,260 works in the cohort · of 4,299,418page 15 of 26

Labels cover 11 of 1,260 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 1,260 of 1,260 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Groupthink
Glen Whyte
2015· other· en· Wiley Encyclopedia of Management· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Risk Management and Contingency Planning
Hassan Qudrat‐Ullah
2025· book-chapter· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affvenueaboutunlabeled
Editorial: Conversations in chemical engineering
João B. P. Soares
2023· editorial· en· The Canadian Journal of Chemical Engineering· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
1
citations
fundno affunlabeled
Markov blankets and the preformationist assumption
Mads J. Dengsø, Ian Robertson, Axel Constant
2022· article· en· Behavioral and Brain Sciences· Decision Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations
venueno affunlabeled
Expand Focus to Larger Systems and their Interdependence
Hans Boerma
2015· letter· en· A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow
1
citations
affno abstractunlabeled
Dynamic Support Rationale And Systems
T. Li Lessard, E.T. Brown, Utpal Singh, J. Coxon
2003· article· en· 10th ISRM Congress· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
“Boundary-setting as a core activity in complex public systems”
Joanne Murphy, Mary Lee Rhodes
2013· article· en· Research Portal (Queen's University Belfast)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Interorganizational Collaborations
2018· book-chapter· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Collaborative Problem-Solving
Reda Alhajj, Jon Rokne
2014· article· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Reimagining Sustainability Leadership
Justin Robinson
2018· book-chapter· en· Advances in educational technologies and instructional design book series· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Smarter Government for Turbulent Times
Evert A. Lindquist, Robert P. Shepherd
2024· article· en· SSRN Electronic Journal· Decision Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
1
citations
affunlabeled
Strengthening and Enriching Audit Practice
Peter A.C. Smith
2011· article· en· International Journal of Sociotechnology and Knowledge Development· Decision Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
<i>Journal of the Operational Research Society</i> (JORS): The last 40 years
Saı̈d Salhi, Graham K. Rand, John N. Hough, John Ranyard, Terry Williams, John L. Wilson +5 more
2023· article· en· Journal of the Operational Research Society· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_science+research_integrityconsensus · metaresearch
1
citations
aboutno affunlabeled
Viral Life, at Last
Thierry Bardini
2017· article· en· Institutional Repositories DataBase (IRDB)· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+insufficient_payloadconsensus · none
1
citations
affunlabeled
Climate: A changing environment for business
A. Griffiths, Elmar Guenther, Manfred Kirchgeorg, Martina K. Linnenluecke, Monika Winn
2009· article· en· Queensland's institutional digital repository (The University of Queensland)· Decision Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
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