I recommend you consult your friendly "history & philosophy of science" major to explain this topic to you. As a second-best option, please read the book "the history of scientific revolutions". As a worst, last resort, please consider this explanation of mine:
--- define the terms:
* bertrand russel said (I paraphrase): "things that can be known are the domain of science, things that cannot be known are the domain of theology and things and the stuff in between is the domain of philosophy"
* the difference between science and engineering is that science tries to explain stuff and that engineering tries to predict future environments and optimise a solution for that expectation
--- describe the process:
* science obtains (repeatable) experimental results, then develops a theory to explain those results, then takes the theory to its extremes (where it breaks) and repeats the cycle
* a fine example of this cycle is kepler-newton-einstein
* do a basic course in logic: deduction is not the same as induction; the scientific process includes a step which amasses a convincing body of evidence and argument to get us to a consensus that something which has a clear correlation is also in a causal relationship; deduction is applicable in areas of causality; any single contradicting (repeatable) experiment is qualified to undo this consensus
* please observe that the more accurate model (in the kepler-newton-einstein cascade) still holds for all previous results and that the observed error is not allowed to grow with the next acceptable model
* when you have multiple theories from different corners of science that finely explain their respective experimental evidence, yet they contradict each other, then we acknowledge the situation and keep looking
* a fine example is relativity vs. quantum
* climate science is where a mix of multiple disciplines have recently come together; they can't even explain what they do themselves, let alone explain what happens at the intersection
* rising sea levels is a fine example: apparently rising sea levels are the least disputed observable phenomenon from "global warming"; and water is a fine energy store and is snarfing up a lot of energy; yet water volume depends on both temperature and pressure; it seems that we don't know where (which layer of water) the absorbed energy ends up in -- yet this affects gravely how much expansion we see
--- conclusion & recommendation
* please keep collecting facts
* please propose ever more outlandish models and check them against the collected data
* talk to each other, discuss and debate
* try to find experiments which break existing theories
best regards,
os10000