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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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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
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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 9 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
Research Commentary
William L. Garrison, Barry Wellar, Ross D. MacKinnon, William R. Black, Arthur Getis
2011· article· en· International Journal of Applied Geospatial Research· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
6
citations
affno abstractunlabeled
Needed: system dynamics for the drug discovery process
Suzanne Sirois, L. Martin Cloutier
2008· review· en· Drug Discovery Today· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · metaepi_narrow
6
citations
venueno affunlabeled
Giving Science Innovation Systems a 'Nudge'
Kirsty de Jong, Urs Daellenbach, Sally Davenport, Jarrod Haar, Shirley Leitch
2019· article· en· Technology Innovation Management Review· Decision Sciences
distilled prediction:candidate · bibliometrics+insufficient_payloadconsensus · none
6
citations
affunlabeled
Systems beings: Educating for a complex world
Derek Gladwin, Naoko Ellis
2024· article· en· Educational Philosophy and Theory· Decision Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
6
citations
affunlabeled
Enabling the SOS network
Mihaela Ulieru
2008· article· en· Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
6
citations
aboutno affunlabeled
Leadership lessons from Canada geese
Farid A. Muna, Ned Mansour
2005· article· en· Team Performance Management· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
5
citations
affunlabeled
The bi‐modal organization
Peter A.C. Smith, Carol Sharicz
2013· article· en· The Learning Organization· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
5
citations
venueno affunlabeled
Thinking in Complexity: A New Paradigm for Learning
Klaus Mainzer
2009· article· en· Complicity An International Journal of Complexity and Education· Decision Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
venueno affunlabeled
The Value of Complexity
Paul Cilliers
2010· article· en· Complicity An International Journal of Complexity and Education· Decision Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
affaboutunlabeled
Systemic Design: Two Canadian Case Studies
Alex Ryan, Mark Leung
2014· article· en· FormAkademisk - forskningstidsskrift for design og designdidaktikk· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaresearch+metaepi_narrow
5
citations
affunlabeled
Polycentric self-governance and Indigenous knowledge
Shann Turnbull, Natalie Stoianoff, Anne Poelina
2023· article· en· Journal of Behavioural Economics and Social Systems· Decision Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Experiments in Organization and Management Research
Alex Bitektine, Jeff Lucas, Oliver Schilke, Brad Aeon
2022· reference-entry· en· Oxford Research Encyclopedia of Business and Management· Decision Sciences
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · none
5
citations
venueno affunlabeled
Curriculum Studies Based on Complexity Science
Jiang Shi-hui, Guo Shao-dong
2012· article· en· Complicity An International Journal of Complexity and Education· Decision Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Evaluating reasoning systems
Conrad Bock, Michael Grüninger, Don Libes, Joshua Lubell, Eswaran Subrahmanian
2006· report· en· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · metaresearch+insufficient_payload
5
citations
aboutno affunlabeled
Complexity Approaches to Intervention
Elise Baker, A. Lynn Williams
2010· article· en· Digital Commons - East Tennessee State University (East Tennessee State University)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
4
citations

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