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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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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 16 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
Anticipatory Thinking: A Metacognitive Capability
Adam Amos‐Binks, Dustin Dannenhauer
2019· article· en· National Conference on Artificial Intelligence· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Idiosyncratic musings on studying cases
Christophe Bredillet
2016· article· en· Project Management Research and Practice· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · none
1
citations
venueno affno abstractunlabeled
Utility Industry as a Complex Adaptive System: A Strategic Analysis
Amit Kumar, Kumar Neeraj Jha, Geetam Tiwari
2023· article· en· Proceedings of the International Conference on Civil, Structural and Transportation Engineering· Decision Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Introducing Theories and Simulations of Complex Social Systems
Vahid Dabbaghian, Vijay Mago
2013· book-chapter· en· Intelligent systems reference library· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
venueno affunlabeled
A system dynamics model to determine products mix
Mahtab Hajghasem, Payam Makvandi, Seyed Shahrooz Seyedi Hosseininia
2014· article· en· Management Science Letters· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
1
citations
affunlabeled
Planning Under Uncertainty
David Poole, Alan K. Mackworth
2010· book-chapter· en· Cambridge University Press eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affaboutunlabeled
Intuitive Insights For Course Of Action Development
Aren Hunter, Tania Randall, Heather Colbert
2018· article· en· Proceedings of the Human Factors and Ergonomics Society Annual Meeting· Decision Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Complexity in Mathematics Education
Brent Davis, Pratim Sengupta
2020· book-chapter· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
The Importance of Mental Models in Implementation Science
Jodi Summers Holtrop, Laura D. Scherer, Daniel D. Matlock, Russell E. Glasgow, Lee A. Green
2020· preprint· en· Research Square· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
1
citations
venueno affunlabeled
La pensée systémique analysée à l’aune de l’entropie
Marcienne Martin
2016· article· fr· Nouvelles perspectives en sciences sociales· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · sts+insufficient_payload
1
citations
affno abstractunlabeled
Seeing the Complexity of the Practicum
Steve Collins
2007· book-chapter· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Epilogue –A Vision for the Future
Paul Barach, Jeffrey P. Jacobs, Peter C. Laussen, Steven E. Lipshultz
2014· book-chapter· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Career Paths in Systems Research
Bianca Schroeder, Ramón Cáceres
2008· article· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Complexness
Sami Chatti, Luc Laperrière, Günther Reinhart, Tullio Tolio
2019· book-chapter· en· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
The Science of the ABCs
2012· other· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Minimal Important Change (MIC)
2014· book-chapter· en· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Systems and Development
Gerald Young
2011· book-chapter· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Introducing the Change Maker
Sam Frankel, Daniella Bendo
2024· book-chapter· en· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Four Canadian Contributions to Stochastic Modeling
Winfried K. Grassmann, Martin L. Puterman, Pierre L’Ecuyer, Ármann Ingólfsson
2007· article· en· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
The Most Important Skill You Never Learned
Bernard Garrette, Corey Phelps, Olivier Sibony
2018· book-chapter· en· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
The Five Pitfalls of Problem Solving
Bernard Garrette, Corey Phelps, Olivier Sibony
2018· book-chapter· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Defining Attainable Excellence
Olli S. Miettinen
2015· book-chapter· en· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

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