Excellent. A good place to start.
First a definition of terms
from Wiki response to define logic
Which can be restated as:
Merrian Webster: Definition of logic
- 1a (1) : a science that deals with the principles and criteria of validity of inference and demonstration : the science of the formal principles of reasoning a professor of logic (2): a branch or variety of logic modal logic Boolean logic (3) : a branch of semiotics; especially : syntactics (4) : the formal principles of a branch of knowledge the logic of grammarb (1) : a particular mode of reasoning viewed as valid or faulty She spent a long time explaining the situation, but he failed to see her logic. (2) : relevance, propriety could not understand the logic of such an actionc : interrelation or sequence of facts or events when seen as inevitable or predictable By the logic of events, anarchy leads to dictatorship.
I'm going to presume that True = valid. Science doesn't use true it uses empirically near to truth or validity (I use the latter as a scientific term)
Now the difference between subjective world, philosophical logic, (classical Logic:
https://plato.stanford.edu/entries/logic-classical/ )and validity (validity and soundness:
http://www.iep.utm.edu/val-snd/ , and objective world, scientific logic, (scientific Method:
https://en.wikipedia.org/wiki/Scientific_method) and scientific validity (reliability and validity:
https://chfasoa.uni.edu/reliabilityandvalidity.htm) becomes clear.
Belief in deductive systems is replaced with evidence in inductive (empirical) systems.
Now we can start and end with this with a discussion of the topic of validity. There we wind up with philosophical validity = true (self evident or believed) and material validity called actual validity, sometimes call true validity, or correspondence with the material world.
Scientists put stuff from philosophy into the face valid subcategory, a category as a scientist with which I was often confronted for business or political reasons. Sometimes philosophers put their true in either the construct or content valid subcategories. Usually these two sub categories are reserved for at least soft scientific investigations (aside: we needn't pursue further in current context). If you refer to the source on validity you can see that scientific validity has many thrusts: construct, content, structure, criterion, formative, sampling, all of which should approach as near as possible to one on a zero to one scale. IOW scientific validity is taking measure of results of study reality to reality as we know it in theory.
In my previous scientific world I most often worked with respect to material realization of ideal observer or ideal system. Most scientists work with respect to some norm or optimum usually constrained to variables at hand (those with which they were working).