Ratner's production company RatPac-Dune Entertainment backed "Wonder Woman" as a part of its co-financing deal with Warner Bros studios.
Talking to US Today, Gadot, without naming Ratner, said, "The truth is, there's so many people involved in making this movie, it's not just me, and they all echoed the same sentiments.
"Everyone knew what was the right thing to do. But there was nothing for me to actually come and say because (the decision) was already done before this article came out."
Recently, Gadot also opted out of attending an award function honouring Ratner.
Earlier this month, six women claimed the producer sexually harassed them, including actors Olivia Munn and Natasha Henstridge.
Actor Ellen Page also accused the producer of homophobic behaviour and that he outed her on the sets of 2006 movie "X- Men: The Last Stand".
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