Between the two of us, I am looking at a well-researched and widely understood example of why a disparate outcome doesn't actually imply what we would intuitively think, while you are talking about metaphors of smoke and "taking closer looks" as if those justify angrily jumping to conclusions.
If you have some sort of correlation coefficient to justify jumping to conclusions even mildly, I'd appreciate that contribution. But "something isn't equal" isn't even necessarily reason to look into something further, let alone a reason to presume the cause. Nothing is ever equal. Equality is a fictional concept, and doing deep dives into every example of it would exhaust our collective resources.