Obviously that doesn't apply in setting like drug development where standards do exist, as defined by the best currently available treatments. But if someone is working on something like psychological studies where replicability is the exception rather than the rule, or on exotic tech where only one experimental facility might exist, or on substances or effects that exist only under weird conditions, it's not always that easy (or that safe) to accuse them of lying. Even when you're pretty sure they are.