Just would like to further elaborate on this point made here... Lol.
I preface this post with the disclaimer that I am a humble newcomer to this hobby and forum. Hopefully I don't wax too philosophic.
I agree with everything you are saying. The amount of variables at play, the difficulty of testing/documenting, conducting actual controlled studies, creating non-subjective, consistent definitions of benchmarks. And it's true that the mechanisms at work with the nutrients may not be understood in totality by anyone. I actually think this dynamic is understood by most people that are actually able to grow acros.
However, is it a bit too far to call the discussion (almost) pointless? The thread was started in the spirit of discussing Nitrate's affect on acros, with some anecdotes discussed. The history of the discussion around nutrients was also briefly mentioned. There have been genuine leaps in understanding (from my possibly limited perspective) about nutrients over the last 10, 20, 30 years. Definitely leaps in technology, such as what is possible with water testing.
You have brought up many valid points, discussing things like "meta-analyses", "psychological biases", "null hypotheses", and in general pointed out many holes and asked questions of Reefaholic's train of thought and data. You have also implied strong skepticism of Reefaholic's findings (rg ICPs/observations) due to the fact that there was no paper presented. I suppose you are relishing in your moniker.
All of these factors that preclude truly reliable analysis, again from my perspective, are all constantly being refined and improved upon by us hobbyists. I think posting further observations/anecdotes, rather than criticizing what has been presented, would be a far more fruitful contribution. I believe for these reasons, Reefaholic alluded to his doubt of your seriousness in this discussion.
Further, my observation is that there seem to be a cadre of individuals in this hobby that tend to lock themselves up in a psychological "Ivory Tower" of sorts which can easily shut your mind out to valuable insights and new techniques, and serve to discourage aforementioned progression of such techniques.
It's probably a terrible analogy, but it's like saying you should completely eschew the perspective of the guy benching 405 in the gym, in favor of the peer reviewed kinesiology dissertation. They both have their place. If that body builder tells me that his diet consists of a lot of kiwis and mangos, it might be totally incidental, but a worthwhile conversation and interesting thing to examine.
After all my lurking here, I also noticed a constantly prevailing dichotomy (dare I say, tired circle****) between "old timers" and "new guys" where the "Old timers" have a strong reluctance to new "fads" and ideas. But aren't we stagnant without new paradigms to explore? I.e., there may be some wisdom to embracing the new waves.
I really appreciate and
admire Reefaholic's musings on all of these topics, and the others that have attempted to present their own findings. I think he is digging deep and really trying to further the hobby, or at least his own understanding.
I (respectfully) strongly disagree with the attitude that these types of discussions and debates should be discouraged. If that is not your intention, then sorry I misunderstood! And I think we should
encourage people to "play scientist" and indulge curiosity! The collective goal should be to push the envelope of what is possible, and gain understanding.
To re-iterate, the above is my
opinion, and I'm totally comfortable if you completely disagree

. Carry on y'all.