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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
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.

1,260 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.
1,260 works in the cohort · of 4,299,418page 8 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
Time in the Control of a Dynamic Environment
Marie-Eve Jobidon, Robert Rousseau, Richard Breton
2004· article· en· Proceedings of the Human Factors and Ergonomics Society Annual Meeting· Decision Sciences
distilled prediction:candidate · noneconsensus · none
8
citations
venueno affunlabeled
Complexity and the Culture of Curriculum
William E. Doll
2012· article· en· Complicity An International Journal of Complexity and Education· Decision Sciences
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
How universities study the future: A critical view
Reza Hafezi, Sara Ghaboulian Zare, Firouzeh Taghikhah, Saeed Roshani
2024· article· en· Futures· Decision Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
7
citations
affno abstractunlabeled
Operations Research
H. A. Eiselt, Carl-Louis Sandblom
2010· book· en· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
7
citations
affno abstractunlabeled
Ideas and action in a terrain of complexity
Sally Thorne
2009· editorial· en· Nursing Philosophy· Decision Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affunlabeled
COHERENCE, CREATIVITY AND AUDACITY IN METHODOLOGICAL DECISIONS
Margareth Santos Zanchetta, Kateryna Metersky
2023· article· en· Texto & Contexto - Enfermagem· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
Organization Theories in the Making
Linda Rouleau
2022· book· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affno abstractunlabeled
Classifying Metarational Stabilities in Conflicts
Amanda Garcia, Keith W. Hipel, Amer Obeidi
2019· article· en· Journal of Systems Science and Systems Engineering· Decision Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
6
citations
venueno affunlabeled
The Collapse of Complex Societies
Rachel Moll
2008· article· en· Complicity An International Journal of Complexity and Education· Decision Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affgemma · no categorygpt · no categorymodels agree
Emergence: Complexity Pedagogy in Action
Christine Jonas‐Simpson, Gail J. Mitchell, Nadine Cross
2015· review· en· Nursing Research and Practice· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · metaresearch
6
citations

How this was built: Screen · Findings · About