eliminate double quotes from a json field in a selective manner in postgresql

You can use jsonb_set() to turn change the datatype of the value of attribyte parameter1:

update t_test_result
set test_json = jsonb_set(
    to_jsonb((test_json ->> 'parameter1')::numeric)
where test_json ? 'parameter1'

Demo on DB Fiddle

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