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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
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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 13 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.

venueno affunlabeled
School Leadership and Complexity Theory
Brian R. Beabout
2008· article· en· Complicity An International Journal of Complexity and Education· Decision Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Five Questions ... For George Siemens
Lisa Gualtieri
2009· article· en· eLearn· Decision Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Finding the emic in systemic design: Towards systemic ethnography
Ryan J. Murphy
2018· other· en· OCAD University Open Research Repository (OCAD University)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Theoretical Foundations of Complexity
Hassan Qudrat‐Ullah
2025· book-chapter· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Artificial Intelligence for Sustainability
2024· book· en· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
2
citations
venueno affunlabeled
How to Use Design Thinking on Trash Bank Process Modeling?
Ferra Arik Tridalestari, Hanung Nindito Prasetyo, Wawa Wikusna
2021· article· en· Ingénierie des systèmes d information· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
2
citations
affunlabeled
Knowledge Manageability
Albert Simard, Philippe Jourdeuil
2013· book-chapter· en· Advances in human resources management and organizational development book series· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
venueno affno abstractunlabeled
Handling complexity in control room
Laurence Rognin
2002· article· fr· Revue d intelligence artificielle· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
A Brief Synthesis on Complex Systems
Abicumaran Uthamacumaran
2020· preprint· en· Preprints.org· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+open_science+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Introduction to the Handbook of Systems Sciences
Gary S. Metcalf, Kyoichi Kijima, Hiroshi Deguchi, Mary C. Edson, Peter Jones, James Martin +2 more
2021· book-chapter· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Approaching Roles with Affordances
Adrien Barton, Fumiaki Toyoshima, Jean‐François Éthier
2020· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
2
citations
aboutno affunlabeled
Coming of age
Michael Myers
2017· book-chapter· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Sell the Solution: Core Message and Storyline
Bernard Garrette, Corey Phelps, Olivier Sibony
2018· book-chapter· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Bizarre By-ways in the Search for Good Health
Roy J. Shephard
2017· book-chapter· en· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
affvenueunlabeled
Guest Editorial: At the Margins of Cybernetics
Philippe Théophanidis, Ghislain Thibault, Dominique Trudel
2017· editorial· en· Canadian Journal of Communication· Decision Sciences
distilled prediction:candidate · metaresearch+open_scienceconsensus · none
1
citations
aboutno affunlabeled
WHAT IS "VISION ZERO?"
Claes Tingvall
2003· article· en· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
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