A quibble: I would say it's weak evidence because it is anecdotal.
Anecdotal evidence is inherently weak because it can be the result of a great number of things which can be difficult to control for: misperception; mistaken interpretation; dellusion; hallucination; deliberate fabrication; etc.
I fully agree.
Going on your responses above, I think I've clarified my own position a little better. Thanks. I agree that observations are weak when viewed in isolation, which is why cumulative observations strengthen a model. However, I'm still not sure that it is then no longer evidence at all. Ultimately I realise this discussion has certain parallels with the old mathematical 'is approaching zero the same as zero?' question. We both agree that an anecdotal observation concerning a phenomena which has relatively little to no additional supportive evidence is effectively useless.
I guess my view is one in which the label evidence is not relying on the conclusion on whether the model is true or not (as I said before, promoting circular reasoning). For instance, skeptigirl has said 'seeing a flying man, in conjunction with existing evidence, is not evidence of fairies'. I feel the only reason for this is that there is effectively too little supportive evidence in favour of fairies existing, rather than any physical universal law which would need to be contradicted in order for it to be true. So, should we later find a tiny humanoid winged corpse matching the description of the observation, that observation once again becomes evidence.
In other words, the label evidence only applies once a conclusion of sorts has been arrived at. On its own, the anecdotal evidence of a single observation when in conjunction with what we understand (the absence of collaborating evidence) seems to rely on a tentative conclusion to be reached which decides whether it can be called evidence or not. While I might be wrong, this seems to be circular and entirely provisional.
Another problem is that associating other observations with it is speculative. That in itself is unavoidable, however it doesn't automatically mean absolute relationships. For instance, associative evidence supporting the view that the observation of a flying humanoid is a hallucination might be the presence of a brain tumour in the subject. It certainly adds weight to the position, but the observation and brain tumour still only present circumstantial evidence of a hallucination. Far better than the fairy model, still...however it still troubles me that the label of evidence would be present only for the hallucination model and not the fairy model only on the grounds of speculation that more evidence exists for the hallucination model.

You are aware of
future responses?
I think you meant subsequent responses.
'Future' from your relative position of the post you are responding to.
But whatever...it's your time. I just don't understand why you don't read a thread through and then respond to the most relevant posts - the last ones to respond to the point you are commenting on.
This still doesn't change what I am saying. Unless the person is lying (and I assume we are not including that possibility here) then they saw 'something'. It wouldn't matter what it was they saw. I agree that whatever they saw was 'evidence'. But here is where we differ. No matter what they conclude about what they saw, their conclusion does not change the evidence.
I'm not sure what this means. Evidence is only relative to a conclusion. If you say 'it's evidence', the natural question is 'of what?'. You can't respond, 'I don't know, but it's evidence of something'.
I think this is where we differ - to me, one observation can be evidence for a number of things, even if it is stronger evidence for some things than for others. It is not called evidence on the provision of a conclusion.
It is not weak evidence of fairies. It is not evidence of fairies at all.
Hence the core of this argument. I disagree.
First off, you do not have the evidence you are calling 'weak evidence'. You have a person's interpretation of some evidence.
This in itself is an absurd comment. I don't 'have' evidence of many, many things - I have the interpretation of somebody else's observation. So this in itself is irrelevant. What I think it is you're trying to say is we always evaluation evidence as it relates to the party presenting it. Which is indeed true. That does not mean the observation itself is no longer evidence because we personally don't make the direct observation - it means the nature of the observer is taken into account when weighing the evidence for its worth.
If you could examine the evidence the person drew the conclusion from, that would be something else altogether. Then you would have 'evidence' but in your scenario, you have a 'conclusion' that someone else formed, you do not have the actual evidence.
So are you saying you have no evidence for atoms being made of protons and neutrons? I assume you've never observed them first hand; you certainly would be relying on another's interpretation of their observations. Dismissing something as evidence because it isn't observed first hand is ridiculous, and I find it hard to believe this is what you meant.
Wrong. You can say that the individual concluded from some evidence that fairies existed. But you cannot say there is any evidence for fairies, weak or not, because you don''t have that evidence, you only have the conclusion.
Again, I've acknowledged the error of labelling the observation as a conclusion. A man saying 'I saw a winged flying humanoid' is an observation. He says 'it was a fairy', it would be a conclusion. I would say 'it is evidence for fairies, however there is greater evidence that you are a) lying or b) mistaken'. To be pedantic, indeed for me personally the evidence is not his observation itself, but rather his communicating of that observation. Yet this extends to most things I understand about the universe.
Once enough people have examined enough evidence for certain conclusions about the nature of the Universe, we can say, there is evidence for something. If it is 'extraordinary' or new but not enough evidence has been examined by enough people, you can still say there might be evidence or there is weak evidence for something.
This is edging on argument from popularity. What is 'enough'? Does it matter who these people are? What if I have several thousand people who think they've seen a flying humanoid - would you then call it evidence on these grounds? That seems silly. Either something is evidence for something or it isn't - it doesn't magically become evidence once enough people agree.
On the other hand, I might concede that the term is entirely subjective. This in itself presents problems, however, as we've shown.
But for things like fairies, none of the conclusions that evidence exists for fairies have been backed up by producing any of that evidence for others to examine.
But here is your circular reasoning again. It's not evidence because there is no other evidence. You seem to be suggesting that it can only be called evidence if it can be reproduced on command, though. Again, this is ridiculous. It is certainly helpful, but a great deal of science concerns itself with phenomena which cannot be reproduced spontaneously, and has to rely on other forms of observation.
I would answer that logic alone should tell you there must be things for which there is no evidence for the existence of those things.
Can you rephrase this? I'm afraid I'm not sure what you mean.
Athon