Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A Mechanism for Pockets of Predictability in Complex Adaptive Systems   We document a mechanism operating in complex adaptive systems leading to
dynamical pockets of predictability (``prediction days''), in which agents
collectively take predetermined courses of action, transiently decoupled from
past history. We demonstrate and test it out-of-sample on synthetic minority
and majority games as well as on real financial time series. The surprising
large frequency of these prediction days implies a collective organization of
agents and of their strategies which condense into transitional herding
regimes.

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The categories of this paper are: patt-sol
10
The categories of this paper are: q-bio
35
The categories of this paper are: mtrl-th
24
The categories of this paper are: dg-ga
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The categories of this paper are: nucl-ex
2
The categories of this paper are: math
11
The categories of this paper are: hep-lat
3
The categories of this paper are: physics
5
The categories of this paper are: gr-qc
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The categories of this paper are: ao-sci
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The categories of this paper are: supr-con
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The categories of this paper are: nlin
12
The categories of this paper are: nucl-th
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The categories of this paper are: adap-org
34
The categories of this paper are: chem-ph
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The categories of this paper are: eess