# Behavioral Hashrate & Dynamic Weighting

SOC employs a behavior-weighted model similar to TAO to incentivize community contributions and prevent vote manipulation:

* **Betting**: Base weight of 3x. Higher stakes amplify the weight.
* **Market Creation**: Base weight of 5x, with cumulative bonus if the market garners broad participation.
* **Publishing Opinions**: Base weight of 1x. Likes and citations can trigger **+Alpha** dynamic weighting.
* **Like/Citation Mechanism**: A basic commit-reveal model helps guard against manipulation.

Daily activity is assessed over a time window, cleaned of anomalies, and used to distribute SOC proportionally from the daily mining pool.


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.socrates.com/main/the-soc-engine/behavioral-hashrate-and-dynamic-weighting.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
