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Monday, September 29, 2008

A Plausibility Heuristic

I think I've come up with a weighted ranking scale heuristic for scoring the plausibility of claims derived from government, business and theoretical criteria and I'd like to put it out here for critique. This weighted ranking scale could be used for the bible, literature, science, history, news articles etc... and we could compare them. Worksheet

I suspect that the score for a history text book would be much higher than the bible, the average historical fiction would be somewhat higher, and your average folklore tale would be about the same as the bible.

here's how it goes.
the number by the metric is its relative value.

0. an unsupported claim.
1. a claim has witness testimony
2. a claim that has a verifiable precedent
2. a claim has support of physical evidence
2. a claim that can be reproduced

for example lets take the simple claim that
"Yesterday, the ice in Jans drink melted before she finished it"
- I have seen this happen
- I can put ice in a drink and let it set till it all melts, therefore it has a verifiable precedent, it has support of physical evidence, and it can be reproduced.
So it gets a score of 7.

Now lets take the claim
"For God so loved the world that he gave his one and only Son, that whoever believes in him shall not perish but have eternal life."
- I have not seen this happen
- there is no physical evidence that this happened.
- There is no evidence that this has ever been reproduced
- there is a witness
therefore it gets a score of 1.

Therefore the more plausible claim of these two is that Jans Ice Melted.

Here are some more examples to test the heuristic with thanks to Jeff Carter over in the comments section at Exploring Our Matrix.

1. Mary loves me
2. John is thinking of the theory of relativity
3. James is happy or sad or afraid
4. David has faith in me
5. Greg wants to go to the store

"1. Mary loves me"
assuming the claim has a one to one relationship to a real world event ....

1. are there witnesses?
yes
2. a claim has a verifiable precedent?
people have reported feelings of love, I have experienced love and people that love each other, yes
2. a claim has support of physical evidence?
Love's all in the brain: fMRI study shows strong, lateralized reward, not sex, drive, maybe some other outward signs, rapid heartbeat, flushing skin, fast breathing, yes
2. is it a claim that can be reproduced?
does it happen to her again? yes

I give it a 7

"2. John is thinking of the theory of relativity"
assuming the claim has a one to one relationship to a real world event ....

1. are there witnesses?
maybe not
2. a claim has a verifiable precedent?
someone thought up the theory of relativity, yes
2. a claim has support of physical evidence?
when asked to explain it, he does, yes
2. is it a claim that can be reproduced?
when asked to explain it again, he does, yes

I give it a 6

"3. James is happy or sad or afraid"
assuming the claim has a one to one relationship to a real world event ....

1. are there witnesses?
yes
2. a claim has a verifiable precedent?
self-evident, yes
2. a claim has support of physical evidence?
Implicit perception of fear signals: An fMRI investigation of PTSD. The World Journal of Biological Psychiatry,5, 135 and if there are outward signs , yes
2. is it a claim that can be reproduced?
when given the same stimulus it happens again, yes

I give it a 7

"4. David has faith in me"
assuming the claim has a one to one relationship to a real world event ....

1. are there witnesses?
have people observed that his behavior is consistent with having faith in you? yes
2. a claim has a verifiable precedent?
self-evident, yes
2. a claim has support of physical evidence?
if there are outward signs, when asked he says yes, so yes
2. is it a claim that can be reproduced?
the behavior is independently verified on some other occasion, yes

I give it a 7

"5. Greg wants to go to the store"
assuming the claim has a one to one relationship to a real world event ....

1. are there witnesses?
maybe not
2. a claim has a verifiable precedent?
self-evident, "the store" implies that the identity of the store is understood further implying that Greg has been there before, and also other people want to go to the store otherwise the store would be unsustainable, so yes
2. a claim has support of physical evidence?
if there are outward signs, when asked he says yes, so yes
2. is it a claim that can be reproduced?
the behavior is independently verified on some other occasion, yes

I give it a 6, stipulating that the data recorder does not count as a witness

I think the real stickler here, would be quality of evidence. I think a quality heuristic for evidence is needed and possibly exists.

In any case, plausibility is not certainty, and since sometimes decisions need to be made using plausibility as a consideration (for example legislation related to womens rights, civil rights, Invitro fertilization, cloning, homosexuality, stem cell research, abortion, participating in war, etc) a plausibility ranking would come in handy.
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