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statistics attribution shows inconsistency

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Dear Community Help,
In the recent past I found that I have an order, Shopify backend shows a organic search source, but GA4 shows a direct source, I would like to know what this is caused by, I have the following questions.
1. Why is there an inconsistency in the order attribution?
2. how can I make them consistent?
Also, when I check Google Search Console, I found that the event was also impression through organic search and generated clicks.
This very much makes me wonder why GA4 is classified as a direct source, is there a problem with my configuration?
Thanks for your help!
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