All Identity columns create a sequence in the backend. In your sequence_option of your identity column you have not provided the MINVALUE that’s why by default it is considering the MINVALUE as 1. So you have to explicitly define the MINVALUE like below:
ALTER TABLE gender
ALTER COLUMN gender_id ADD GENERATED ALWAYS AS IDENTITY (MINVALUE 0 START WITH 0 INCREMENT BY 1)
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