Statistical significance provides evidence for or against an explanation of a population of interest, not a description of data sampled from the population. This simple distinction gets ignored in hundreds of thousands of research publications yearly, which confuse statistical with biological significance by referring to hypothesis-testing analyses as demonstrating significant results. Here we identify three key steps to objective reporting of evidence-based analyses. Firstly, by interpreting
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