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The pp physics program of ALICE for the LHC runs 3 and 4 considers the study of pp collisions with extremely high multiplicities at mid-pseudorapidity. In this talk, I will discuss the selection biases we may encounter, and a new event classifier named flatenicity, which can be used to reduce those biases.