Have you ever opened up a photography magazine, saw a photo you liked and spotted the little blurb which reveals the camera settings?
The conclusion you might be tempted to make is that the aperture, focal length, shutter speed, ISO and flash settings you see there somehow “made” that photo.
And worse, you might try to remember those settings as “the right settings” to use the next time you want to take an environmental group portrait of a family “because I once saw a similar photo with those settings and I really liked it”.