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"Hard" science and "soft" science...



Jerry's mention of the need for an underlying philosophy  in science made me think perhaps it might be a good idea to initiate a discussion of the dualism between so-called "hard science" and "soft science"-- which correspond to experimental or quantitative science and theoretical science or qualitative science.
 
Theoretical science has often been called "philosophy" by experimentalists, and Robert Rosen was accused (as if it were a dirty word!) of being a philosopher rather than a scientist, by the same sorts of people. While my father had no quarrel with philosophers, and studied philosophy in great detail throughout his life, he did see a clear distinction between philosophy and theoretical science: Philosophy involves speculation about unprovable, unknowable, or undefinable things, or about aspects of those things, without any attempt or ability to develop evidence: The meaning of life for example, or the existence of God. 
 
Theoretical science, on the other hand, is the conscious mental act of taking what evidence exists about any given question and postulating a series of logical entailment chains, based on what the evidence suggests, in both directions (what had to be true to get to this, and what the existence of this makes true from here). It takes the form of "If this, then there must also be that..." and "In order for this to be, there must also have been that." So, far from being mere speculation, theoretical science involves a great deal of knowledge and an ability to connect incomplete glimpses of evidence into a logically sound entailment pattern which can then be tested for "congruence" between models based on the theory and the actual systems that the theory purports to describe.
 
About this dualism, Robert Rosen wrote (from Life, Itself, Praeludium):
"Some years ago, the novelist C.P. Snow drew attention to a dualism that permeates and poisons the intellectual life of our times, a dualism between science and art, between science and humanism.
 
The dualism to which snow, among others, drew attention is indeed real. It has always been real and has existed since human beings first learned to think and to communicate their thoughts. But the situation is and always has been, far worse than Snow has depicted. He painted a picture of science itself as a kind of pure phase, and its relation to other aspects of our culture as a kind of phase separation; scientists and humanists separating from each other as oil separates from water, through a preference of like for like, and an antipathy of like for unlike. But the dualities that Snow depicted also permeate science itself.
 
I have, much against my will, been immersed my whole life in one of these dualities, namely, the antagonism between "theory" and "experiment." My subject matter herein is another, in fact closely related duality, that between "hard" science and "soft" science, between quantitative and qualitative, between "exact" and "inexact."
 
This duality is not to be removed by any kind of tactical accommodation by any superficial effort of conciliation or ecumenicism. The antipathies generated by the duality itself are only symptoms of a far deeper situation, which has roots partly in specific subject matter, partly in individual aspirations, and most important, in the embracing of mutually incompatible weltanschauungen ["worldviews" or "ways of seeing"], which reflect the deepest aspects of temperament and personality. It is thus not a matter of logical argumentation or persuasion that is involved here; it is a matter more akin to religious conversion.
 
In what follows, I discuss the duality between qualitative and quantitative. As we will see, in the sciences this dichotomy rests on (generally unrecognized) presuppositions about the nature of material reality and on how we obtain knowledge about it. I will then show that these presuppositions themselves have formal, mathematical counterparts, which allow us to reflect this scientific dualism into an exact parallel one that exists within mathematics itself. This mathematical form of the dualism is centered around the notion of formalization; it can be expressed as the duality between syntactics and semantics; between what is true by virtue of form alone, independent of any external referents, and what is not.
 
The virtue of doing this is that there is a theorem (Gödel's Theorem) that actually resolves the issue, at least in part. When we pull this theorem back into a scientific context, by looking at its epistemological correlates, we obtain thereby some new and deep insights into the duality between quantitative and qualitative; between "hard" and "soft". I think that all concerned will find some surprises in this exercise.
 
Naturally, in this brief space, I can only give the most cursory sketch of the ideas involved. But I hope that enough will be said to provoke some reappraisals on both sides of the duality."