Episode #4.2 - S4-E2
Stupidity: The way the investigation proceeds makes no sense - it is especially obvious for us viewers having actually seen the scene; Karl arrives and meets the wife of the victim, who is busy in the kitchen. He walks just a few feet outside, placing his doctor bag on the bench that is right there, and again, right there with no wait, he pulls a deck of cards out of his pants and puts that on the table. A gunshot is instantly heard. Karl and Katie Peters should be perfectly able to validate each other's alibi, because there's no way that either of them could have shot the victim.in the shack in the less than 10 seconds they lost sight of each other. Instead, the whole episode goes on as if it could be possible for everyone to just go on and shoot someone while being mere meters away from each other.
Answer: There's probably no particular reason. Sets and props on long-running TV shows often change as needed and for various reasons throughout a series run.
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