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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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Understanding complex systems
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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.

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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.

54 results · 1 filter active ·
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20042025
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Categories
Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
54 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 54 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 54 of 54 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Time Delays in Neural Systems
2007· book-chapter· en· Understanding complex systems· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
95
citations
affno abstractunlabeled
Complex Decision Making
2007· book· en· Understanding complex systems· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
61
citations
afffundno abstractunlabeled
Stochastic Delay-Differential Equations
2009· book-chapter· en· Understanding complex systems· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
21
citations
affno abstractunlabeled
Modeling TCP/RED: a Dynamical Approach
2006· book-chapter· en· Understanding complex systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affno abstractunlabeled
Managing Complex Tasks with Systems Thinking
2023· book· en· Understanding complex systems· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow
10
citations
affno abstractunlabeled
From Labquakes in Porous Materials to Earthquakes
2016· book-chapter· en· Understanding complex systems· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
8
citations
affno abstractunlabeled
Artificial Development
2008· book-chapter· en· Understanding complex systems· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affno abstractunlabeled
Deflection Routing in Complex Networks
2015· book-chapter· en· Understanding complex systems· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affno abstractunlabeled
Solvable Cellular Automata
2023· book· en· Understanding complex systems· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
5
citations
affno abstractunlabeled
Introduction: Managing Complex Tasks with Systems Thinking
2023· book-chapter· en· Understanding complex systems· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
1
citations
affno abstractunlabeled
Construction of the Probability Measures
2023· book-chapter· en· Understanding complex systems· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Multiplicative and Additive Rules
2023· book-chapter· en· Understanding complex systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Applications
2023· book-chapter· en· Understanding complex systems· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Probabilistic Cellular Automata
2023· book-chapter· en· Understanding complex systems· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Deterministic Cellular Automata 
2023· book-chapter· en· Understanding complex systems· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Deterministic Initial Value Problem
2023· book-chapter· en· Understanding complex systems· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Beyond Solvable Elementary Rules
2023· book-chapter· en· Understanding complex systems· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Probabilistic Solutions
2023· book-chapter· en· Understanding complex systems· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Approximate Methods
2023· book-chapter· en· Understanding complex systems· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Exploiting Rule Identities 
2023· book-chapter· en· Understanding complex systems· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Rules with Additive Invariants
2023· book-chapter· en· Understanding complex systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Conclusions and a Way Forward
2023· book-chapter· en· Understanding complex systems· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
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