If there is less than zero evidence to support that something happened, isn't that an appropriate time to rule it out? Everyone agrees that this is not due to

If there is less than zero evidence to support that something happened, isn't that an appropriate time to rule it out? Everyone agrees that this is not due to sexism. What's the problem with saying so in an article?