Science is supposed to take place by the use of the “Scientific Method” defined in the following way.
THE FREE DICTIONARY
“The principles and empirical processes of discovery and demonstration considered characteristic of or necessary for scientific investigation, generally involving the observation of phenomena, the formulation of a hypothesis concerning the phenomena, experimentation to demonstrate the truth or falseness of the hypothesis, and a conclusion that validates or modifies the hypothesis”
OXFORD ENGLISH DICTIONARY
“a method or procedure that has characterized natural science since the 17th century, consisting in systematic observation, measurement, and experiment, and the formulation, testing, and modification of hypotheses.
For most of us the scientific method is what is described in official scientific publications. Yet PB Medawar in his “Is the Scientific Paper a Fraud? http://www.albany.edu/~scifraud/data/sci_fraud_2927.html argues that:
“The scientific paper in its orthodox form does embody a totally mistaken conception, even a travesty, of the nature of scientific thought.
The conception underlying this style of scientific writing is that scientific discovery is an inductive process. What induction implies in its cruder form is roughly speaking this: scientific discovery, or the formulation of scientific theory, starts with the unvarnished and unembroidered evidence of the senses. It starts with simple observation – simple, unbiased, unprejudiced, naive, or innocent observation – and out of this sensory evidence, embodied in the form of simple propositions or declaration of fact, generalizations will grow up and take shape, almost as if some process of crystallization or condensation were taking place.