Folk is the term used for naive understanding in different fields of study, e.g., folk etymology and folk philosophy.
folk (adj.)
Of or relating to the common people or to the study of the common people
folk sociology m-w
Folk Physics / Naïve Physics
Folk Physics
A term for people spontaneously understanding the workings of the
physical world. Contrary to scientific physics, folk physics is based
on immediate human understanding of the nature of physical objects and
intuitive human prediction of physical events in nature. It can be
seen as a naïve or common sense approach to human environment. Human
interaction with the physical environment is normally based on habits
and practical understanding that are very different from the
theoretical approach of scientific physics. Thus, insights gained by
folk physics are often characterized as contrary to those of
scientific physics, and are therefore deemed wrong and misleading with
respect to a scientific understanding of the physical world. A. Runehov and L. Oviedo (eds.) Encyclopedia of Sciences and Religion
Naïve physics or folk physics is the untrained human perception of
basic physical phenomena. In the field of artificial intelligence the
study of naïve physics is a part of the effort to formalize the common
knowledge of human beings.
Many ideas of folk physics are simplifications, misunderstandings, or
misperceptions of well-understood phenomena, incapable of giving
useful predictions of detailed experiments, or simply are contradicted
by more thorough observations. They may sometimes be true, be true in
certain limited cases, be true as a good first approximation to a more
complex effect, or predict the same effect but misunderstand the
underlying mechanism.
Naïve physics can also be defined as an intuitive understanding all
humans have about objects in the physical world. Certain notions of
the physical world may be innate. Wiki
J. Peter and J. Garvin; Folk Physics, Pre-science, and Demarcations
of Science (2017)
Of course magenta is "real" in that it's perceived as a color, regardless of the mechanism.