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Twitter / microblogging

Microblogging platform with short, asynchronous text posts distributed one-to-many through a follower graph. Replies, reposts, and likes shape both the content and the network.

Ratings across the 9 properties

PropertyCrowdsourced (N)Expert baseline
Emergence

Macro-level outputs unpredictable from the microscopic rules.

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high
Collective intelligence

Distributed knowledge production and problem-solving across many agents.

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high
Non-linear dynamics

Small parameter or input changes produce disproportionate output shifts.

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high
Criticality

The system operates at a boundary between order and disorder (edge of chaos).

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medium
Multi-scale hierarchy

Distinct scales of organisation visible (micro → macro levels).

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high
Phase transitions

Qualitative regime shifts at thresholds in a control parameter.

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medium
Attractors

Stable configurations in state space that the system converges towards.

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low
Path dependence

History and prior states condition future possibilities.

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high
Open-endedness

Unbounded generation of novelty over time.

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medium