by Gerald Clough » Sun Dec 06, 2009 12:56 pm
I most of the discussion in this vein, aside from the practical application issues, I try to keep us mindful that we often use language to convey the working principles when the language isn't compatible with a strict scientific viewpoint. This is not to say that we have to limit ourselves to that strict viewpoint, but we have to remember that (1) scientists will object to what they view as improper terminology, and (2) there is an as yet unknown potential for extending knowledge in our field through the kind of inquiry that science critics demand. I'm sorry. This is a bit long.
The notion of a finite set situation I propose is that there is a limit to the density of characterized features we can observe in any portion of skin. As we differentiate smaller and smaller observable differences, there is a point where the differences become so small that they can't be observed. And the ability to observe differences is limited by the nature of what we work with where the physical effects of impression prevent us from differentiating as finely as we theoretically might, since we have to allow considerable variation among the impressed representations of the same physical skin feature. I think this becomes most clear if you imagine trying to develop a coding to define a feature at whatever practical level of observation you might choose. At some point, the number of possible coded representations of a feature is limited by the requirement that impressions of one actual feature produce the same code. Even if you're not seeking a way to code feature data, you reach the same kind of limits. In observational comparison, there's and internal brain coding that tells you when you accept that this impressed feature is like that impressed feature. The limit is the point at which we can't tell the difference. So it doesn't work to say that as we look closer and closer, we can always look a bit closer and see the difference.
Because there is a practical limit to how finely we can differentiate, and because the features of friction ridge skin can differ in ways more finely than we can observe, we must admit that we many not be able to tell the difference between two different physical features. You could theoretically construct a very large number of examples of skin that could not be differentiated by an examiner, because you kept the differences below the observational limit. In the set we just constructed, we could go on adding to the set, so long as we kept the changes below the observable limit, but to the examiner, they would all appear to be identical. This true, no matter how finely you observe, within the practical limits of our ability to observe in examinations. I suppose the finest observation we are capable is at the pore level. We certainly don't observe at the cellular level.
It is logically invalid to hold that what we can observe in examinations is infinitely variable and that therefore the arrangement we observe in any given portion of skin cannot be duplicated. If I take my supposed infinite set of skin portions, I can take every one of them and create a variant by an alteration below the observation limit and create a different skin portion. If I can do that, my set of observably different skins wasn't infinite after all. I had to god below the observational limit to continue on toward infinity. It is perhaps more impressive if I have created my proposed infinite set of variations by taking into account the various ways features may be impressed, allowing for the fact that I accept as alike impressions that could not be exactly overlaid. I could alter the actual source skin by making a change that was within the tolerance I allow in interpreting my observation.
It does not cure the objection to my argument to point out that the sheer quantity of observable detail used to differentiate is extraordinarily large and the number of ways in which the details can be varied and still observably different is therefore truly enormous. Enormous is merely very large, not infinite. And no finite set can produce an infinity of variations. The best way to mathematically represent the number of variations in our problem is difficult to determine and beyond the scope of this discussion (determining that would, I think, be quite useful), but the resulting value is never infinity. And so, inescapably, there is always the possibility that the impressions of two different portions of skin may appear that cannot be differentiated by an examiner. This is the science objection to the uniqueness claim and the absolute conclusion.
But the science objection misses the practical point that one need not hold to absolute uniqueness of any portion of skin, even only at the observable level, in order to make an absolute conclusion. The conclusion states a belief, formed by a qualified expert, that this impression was made by that individual. It is not and need not be a statement of scientific fact guaranteed to hold true in an imagined examination of every portion of skin that has existed, does exist, or ever will exist. Nevertheless, the scientist is compelled to object to language that seem incompatible with plain scientific knowledge and mathematical deduction. It lies in the realm of highly qualified human opinion, derived from careful observation and considerable experience. As such, it is immensely valuable to its purpose and that opinion is fully worthy of the most serious consideration by a judicial finder of fact asked to exercise their best judgment from the best evidence available. As you stated, every examiner's knowledge and experience has led them to the belief that they can perform an examination and can determine, to their most firmly and confidently held belief, the identity of the source.
The difference between concluding identification from a small impression and concluding from even a full impression of the major care set sort is nonexistent for this argument. While the lay person may be even more confident in an opinion drawn from a large impression with hundreds of times more detail than the small impression, the threshold of expert belief expressed in the conclusion from the small impression is precisely the same. (If an examiner can't confidently identify from a least sufficient portion of the ten-print impression, as if that smaller portion was all that was available, there is a very great problem.) The examiner is arguably not more strongly convinced or more powerfully possessed of an opinion of identification by the examination of all ten fingers and palms. In both instances, the scientifically honest examiner must admit that there is incredibly small possibility that either impression was made by someone other than the source, even less likely with the larger quantity is available, but the word "incredibly" is used precisely and literally. The opinion is that the proposition of an alternate source has no practical credibility whatsoever.
So, I think there are two approaches for validation. One is scientific validation, which for the reasons expressed here and in my past series on validation in The Detail, can only produce probabalistic conclusions. The other approach recognizes that fingerprint identification exists in and for practical forensic purposes. While the science approach is worthy of attention, I believe it is going to take a very long time to develop even the methodology and will require many preliminary studies and, like most scientific study, will take many attempts at refinements and much argument over methods to produce anything like a scientific consensus, if indeed any such consensus can be found. It will, however, point up the kind of numbers involved, which will speak strongly in favor of the confident opinions of examiners. We don't know what's possible yet, and we don't know what might come of it. But we cannot hold that anything is out of bounds for science to explore. We often react badly, because critics use language like "leap of faith." There's no leap of faith. It is, indeed a leap of faith to attempt to substitute clinical experience for scientific validation. But we're not making that leap. It's not a leap of faith to form a professional opinion. There's a misapprehended conflict there between the scientists and the fingerprint discipline that needs better understanding of the two realms.
The more practical validation can, I believe, be aimed at demonstrating that the beliefs formed by the examiner are justified, albeit that they cannot now be assigned any particular probability. It would be, I think, a sort of attempt to test to destruction. How far can you push the practice of fingerprint identification before you observe it fail. In other words, how little data can I input before the results become demonstrably unreliable. Although it requires a very large effort, I think it's extremely valuable, because it effectively tests our practice of forming conclusive beliefs. That's a very appealing prospect, given the realm in which we apply the practice and the fact that, no matter how correct scientists may be in their view of what they would require for scientific validation, our contribution is one of the most highly valued and one that is absolutely not going to be discarded or suspended until scientific validation is satisfied. If we had to protest the scientific objections, we could borrow from our GLBT friends and march around the university chanting, "We're here. We're clear. Get used to it."
"Nothing has any value, unless you know you can give it up."