Is it possible today to open an unpredictable phenomenon or did not notice?

Phenomenon of radioactivity, for example, is not predicted by the theory( or am I wrong?), As well as some of the other fundamental discovery of the 19th and 20th century.And today all calculated on computer models, only the fundamental discoveries for some reason did not become. ..