Pretty sure the scenario you described with an actual police officer does not count as probable cause either. You can't just start detaining people because you

Pretty sure the scenario you described with an actual police officer does not count as probable cause either. You can't just start detaining people because you heard fireworks, even if you mistook it for a gunshot.