Piltdown Hoax
In 1912, in the small village of Piltdown, Charles Dawson was digging in a gravel pit and came upon some ancient human bones. He invited one of the best geologists in England, Arthur Smith Woodward and Pierre Teilhard soon join Dawson to investigate the findings together. The findings showed a cross between a human and a monkey which would prove a stage of evolution in between humans and monkeys. When Woodward made the findings known this had a big effect on the scientific community, for example, it proved Arthur Keith's theory of humans having big brains before they walked upright. Scientists in England rejoiced because they too have ancient human fossils just like the rest of the great countries.
Every great scientist is human and we all make mistakes. The mistake they made at Piltdown was they were only looking for remains of a human at a different stage in evolution. They did not question what they were finding.
They discovered during the experimentation phase of the scientific process using several instruments that it was a hoax. After WWII scientists invented a fluorine dating test where they would measure the amount of fluorine in the object and be able to calculate how old it was. They discovered that the remains were only 100,000 years old, the material had all been stained, and the teeth had been filed down.
It would be possible to remove the human factor by only using computers, but it would not benefit the scientific community. Even though computers would not make mistakes you cant beat a humans intuition, and gut feelings about things. If there was one thing we could learn from the Piltdown incident it would be you cant always trust your superiors for evidence.