9010 Research & Philosophy
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Flooded riverbank forest on an Amazon tributary, camu-camu shrubs standing in high water

Source substance of a frequency

The signature of vitamin C

Once a year a stretch of forest in the Peruvian Amazon goes under water. In the middle of it stands a shrub that hangs fullest exactly then. Its fruit is the one we took the frequency from.

World 1 · what can be measured

Origin, soil, processing, biochemistry. Documented and open to checking.

World 1 · what can be measured

This is where ordinary instruments work. Everything on this page about the substance itself can be checked.

The level of matter

World 2 · pure information

The frequency as a blueprint in the morphic field. A hypothesis of the model.

World 2 · pure information

Pure information, with no measurable quantities in World 1. This is where the frequency works, in the sense of the model.

The level of information

0frequency published

For every frequency we look for the best known source substance and write down what we find out about it. In full, including every open question.

01

The fruit from the sunken forest

Once a year this forest goes under.

The rivers of the Peruvian Amazon break their banks, and the forest sinks under as much as twelve metres of water. Whatever grows there stands in the river for months.

In the middle of it stands the camu-camu. A shrub with berries barely larger than a cherry, smooth-skinned, turning from green through red to deep purple as they ripen. It belongs to the same family as guava and clove.

People along the Amazon have known this fruit for centuries. In Peru it reaches the table as juice, as ice cream and as powder, because raw it is too sour for most palates. In Europe nobody knew of it for a long time. It first appeared in print in 1823, written up by Alexander von Humboldt and two co-authors after the kind of expedition across South America that no longer exists.

And exactly when everything else disappears under water, this plant carries the most fruit. How it survives that, nobody yet knows.

What it produces in the process is the second puzzle. It contains several times the vitamin C of the acerola cherry.

Camu-camu shrub standing in the floodwater of an Amazon tributary, the waterline visible on the trunk

The ground is gone, the shrub remains. No catastrophe, a rhythm.

02

The moment of the harvest

Anyone picking camu-camu has to make a choice.

Green, red or deep purple is not the same fruit. The field cannot agree on which moment is the right one. Some studies find the most vitamin C in the ripe berry, others in the unripe one.

And picking is not the end of it. This fruit goes on changing in the basket, over days. In one study its vitamin C rose sharply after harvest, all the way to the sixth day. In another it fell.

The same study that measured the rise found something else as well. This berry comes through the days after harvest best when it is picked red-green, still short of full ripeness. Pick at that point and you settle the shelf life without knowing what the vitamin C gains or loses.

How many days after flowering the best moment falls has only been counted in Brazil. For the Peruvian Amazon, where this fruit comes from, that sum has never been done.

That argument is for science to settle.

Camu-camu branch with fruit at three stages of ripeness, green, red and purple
Three stages of ripeness on one branch.
03

The whole fruit

In the camu-camu, vitamin C does not stand alone.

The violet colour of the ripe berry comes from anthocyanins, natural pigments. Alongside them sit tannins and other companions in the same flesh.

Whether that interplay does more for a person than pure vitamin C is the question that sends many to fruit powder rather than a tablet. It has not been answered. Three studies have compared fruit powder and pure vitamin C directly. None of them measured what actually happens to the vitamin C inside the body.

Only one thing is certain. In the berry, the interplay is already there. In a tablet, the vitamin C is on its own.

Macro shot of a ripe purple camu-camu berry with drops of water on it
The violet of full ripeness.
04

The processing decides

Several steps lie between the fruit on the shrub and the finished powder. Every one of them costs.

Heat is the main enemy. Vitamin C breaks down when it gets warm, and for camu-camu that has been measured. Dried powder lost almost forty per cent of its content at thirty degrees in humid air, within a single month. Ten degrees more and the loss was over half.

The second loss happens with no heat at all. Spray drying needs a carrier, otherwise the powder clumps. Two different carriers, the same fruit: one powder ended up with a good third more vitamin C than the other. Nothing was destroyed. The difference comes from dilution.

The third finding runs against instinct.

We assume every processing step is a loss. Yet not everything inside a fruit reaches the body. Some of it stays bound and leaves again unused. For camu-camu, someone checked how much vitamin C digestion can release.

From the fresh fruit, digestion released not quite a third of the vitamin C. From the dried powder, more than half.

That was a laboratory test, not a measurement in people, and it says something about the processing rather than the fruit. But it shows that the simple rule the less done to it the better does not always hold.

Loose dried camu-camu powder without packaging on a dark wooden surface
A powder, in the end. How much fruit is still in it is decided on the way there.
05

Why is this fruit our gold standard?

The best source of vitamin C we know of stands in water for months.

Every year the Amazon rises and takes the forest back. As much as twelve metres of water over what was ground a moment ago. The camu-camu stays standing. Mid-current.

Just as it is close to drowning, it hangs full of fruit. To reach it you come by canoe and steer between the crowns.

The higher the water, the heavier its branches.

It gives itself away on the tongue. Raw, the berry is so sour that hardly anyone along the Amazon eats it as it is. A laboratory measured it beside the acerola, the most famous vitamin C fruit of all. Same method, same yardstick. The camu-camu had three times as much.

Its challenger comes from Australia. The kakadu plum leads some of the rankings. Look closer and the ranking falls apart: it comes from a paper that never measured anything itself and passed on a range borrowed from elsewhere, one that lumps camu-camu and acerola together. That does not refute the kakadu plum. It refutes the ranking. What remains is the one clean comparison, and it stands above.

One thing cannot be manufactured: the fruit we chose grows wild. Nobody set it in rows, nobody bred it for volume, nobody made its life any easier. It stands where it belongs.

Nobody handed it this richness. It wrung it out for itself, year after year. Only water, pressure and the will not to disappear.

And in the end this small berry holds the highest vitamin C content we have ever met in a fresh fruit.

For vitamin C there is only one measure for us: this fruit. Everything else is measured against it. Our measure grows wild, in a forest that goes under every year. And it is only worth anything if everything lies open. So on this page you will find every measurement, every argument in the field and, beyond the line, every decision of ours.

That is why the camu-camu is our gold standard.

06

The full analysis

Everything this page says about the fruit can be read up. The quality analysis is published in its own right, with every source, every figure and every open question, including the ones that do not suit us.

Since 10 August 2026 it has been filed under a permanent identifier.

Quality analysis: vitamin C from camu-camu (Myrciaria dubia)

Published on Zenodo · DOI: 10.5281/zenodo.21774313

Read the full analysis
Written by Oliver Schacke, Head of Research at 9010 Research & Philosophy.
ORCID: 0009-0003-0525-1730
07

The podcast on this fruit

This page comes as sound as well. Close to half an hour on the flooded forest, on where the vitamin C actually sits inside the fruit, and on what happens to it between the harvest and the powder.

The episode begins exactly where you are standing now, with what can be measured. Then it crosses the line you can see just below.

Video transcript

Imagine a forest, right? But not just any forest. I want you to picture one that is completely, entirely submerged. Yeah, totally underwater. Exactly. The rivers of the Peruvian Amazon have burst their banks, the water is rising fast, and we are talking about floodwaters anywhere from 5.0 to 12.1 meters deep. Which is, I mean, that's nearly 40 feet of water.

It's massive, and standing right in the middle of this crushing deluge, just holding its breath for months on end, is a shrub. And it's carrying this small, cherry-sized fruit, a fruit that just happens to be the undisputed vitamin C gold standard of the world. It really is. But here's the catch. You know, the physical science of how to actually harvest and process this superfood is just a complete mess of contradictions.

It's so messy that frontier researchers are starting to bypass the physical plant entirely. So welcome to 9010 Research & Philosophy, and thank you for joining us on this deep dive. Today, our mission is unpacking the sheer botanical puzzle that is Camu-Camu. It is a phenomenal puzzle.

I mean, we are looking at a plant that doesn't just survive an extreme, totally hostile environment. It somehow uses that exact environment to produce a biochemical profile that completely rewrites what we thought we knew about vitamin C in nature. Okay, let's unpack this because we have a very specific map for you today. We are dividing this deep dive into two very distinct territories.

Part one is going to be strictly hard science. We are going to look at the measurable facts, the exact numbers, the verified botany, and the rigorous and honestly, sometimes incredibly frustrating, laboratory findings. Exactly, and because the hard science is so full of gaps and, well, contradictions, we will then make a clear, explicitly announced transition into part two. Right.

We will leave the measurable science behind and enter frontier science to explore the hypotheses and theoretical frameworks of 9010 Research & Philosophy. But, and this is key, we will keep those two worlds strictly separated. Absolutely strictly separated. So let's start in the water with part one, the hard science.

We're in the Peruvian Amazon. The shrub is scientifically known as Myrciaria dubia, and the water is up to 12.1 meters deep, meaning the entire plant is totally submerged. Yeah, completely under. How on earth does a terrestrial plant survive that?

It's like a free diver who mysteriously thrives under extreme pressure for half the year. What is the actual physiological mechanism keeping it alive? Well, what's fascinating here is we literally have no idea. Science is completely blank on this.

Wait, really? With all the research out there, nobody has checked how it breathes. Not a single primary study exists on the physiology of its flood tolerance. I mean, we have hypotheses, of course, but we don't know if it develops special adventitious roots, which are essentially these emergency roots that sprout above the soil line to pull oxygen from the water.

We don't know if it shifts into an anoxic metabolism, basically changing its internal chemistry to survive without oxygen, sort of similar to how yeast ferments or, you know, if it uses aerenchyma tissue. Aerenchyma tissue. Yeah, so aerenchyma tissue is essentially this spongy, highly porous tissue that acts like a built-in snorkel system. It allows the plant to store and channel oxygen straight down into its roots.

It's a brilliant evolutionary adaptation, but we have zero proof the Camu-Camu actually uses it. Nobody actually knows how it survives being underwater for months. That is an absolute blank spot on the map. But clearly, whatever it's doing down there in the dark, it works perfectly because it produces this incredible fruit.

So let's bring it up to the surface. If the environment is this intense, what does the fruit actually taste like? Like, if I pull a fresh camu-camu right off the bush and take a bite, what am I experiencing? Oh, you would immediately spit it out.

It is practically inedible raw. That bad. It is intensely, overwhelmingly sour. And thanks to rigorous biochemistry, we know exactly why.

When researchers took exact measurements from a freeze-dried powder of the fruit, they found that it contained 6,307 milligrams of L-ascorbic acid. That's the vitamin C per 100 grams. But that massive dose of vitamin C is actually overpowered by a completely different acid. It contains 7,203 milligrams of malic acid per 100 grams.

Oh, wow. Malic acid. That's the compound that gives green apples that really sharp mouth-puckering tartness, right? Precisely. Now imagine that tartness multiplied exponentially. The malic acid actually outnumbers the vitamin C.

That sounds intense. It is. That is why whenever you hear about people consuming camu-camu locally in Peru, it is almost always diluted heavily into a juice, sweetened with a ton of sugar, or processed into a dry powder. You're not just popping these raw like blueberries. Right. But the vitamin C, you do get from it.

That's 6,307 milligrams. That's the real deal, right? Completely. The plant manufactures this L-ascorbic acid entirely on its own through a specific genetic blueprint. There is no provitamin here, meaning your body doesn't have to do any metabolic heavy lifting to convert it into a usable form. It's just ready to go.

Exactly. It is direct, raw, bioavailable L-ascorbic acid. Okay, so we know it's packed with vitamin C. But you hear so many wild claims in the supplement world. You know, every week there's a new superfood or the ultimate source of something. How does Camu-Camu actually stack up against the established heavyweights?

Let's talk about the measurement maze, because trying to compare nutritional labels between different fruits seems like a total nightmare. It is the definition of a measurement maze. So often in the scientific literature, researchers are comparing apples to oranges, or, you know, more accurately. They are comparing the fresh, water-filled weight of one fruit against the dehydrated, dry weight of another. Which just totally breaks the scale.

It drastically skews the numbers. But we do have one perfectly clean, direct laboratory comparison where both fruits were measured on the exact same dry matter pulp basis. Okay, a true apples to apples comparison. The gold standard. Camu-Camu versus the famous acerola cherry, which is, you know, usually considered the king of vitamin C. What are the exact numbers there? Well, on a perfectly equal dry matter pulp basis, the acerola cherry comes in at an impressive 2,063.8 milligrams per 100 grams. Yeah, not bad at all. But the Camu-Camu, it sits far, far above it at 6,754.7 milligrams per 100 grams.

That is more than three times the amount. 6,754.7 compared to just 2,063.8. That isn't just a slight competitive edge. I mean, that's existing in a completely different nutritional stratosphere. It really is. And if we look even closer at the physical anatomy of the Camu-Camu itself, the distribution of that vitamin C isn't even uniform. What do you mean?

The outer skin is significantly richer than the inner flesh. We're looking at a mean of 2,047 milligrams strictly in the skin versus 1,445 milligrams in the pulp per 100 grams. Which makes total sense from an evolutionary standpoint, right? The skin is the plant's armor against that harsh Amazonian sun in the floodwaters. Exactly.

But here's what I don't understand. If we have the tools to know exactly how much vitamin C is in the skin, in the pulp, in the dry powder, then harvesting this thing should be pretty straightforward. You just pick it when it's at its peak. But looking at your notes, the hard science can't even agree on when to pick it.

It seems like a complete botanical controversy. Oh, it really is a controversy. The scientific literature is entirely split down the middle. On one side, you have researchers like Pinto et al., who measured the exact same fruit across its different ripening stages on the bush.

They found that in the green, completely unripe stage, it had 759 milligrams. But as it ripened to a full, deep purple stage, it rose significantly to 1,071 milligrams. Okay, so case closed, right? You just wait until it turns purple to get the maximum yield.

You would assume so based on Pinto's work, but other studies find the exact opposite. They found the absolute highest levels in the green, unripe fruit. Wait, really? Yeah, their explanation is that as the fruit ripens and softens, the internal chemistry changes, and the higher levels of natural acids actually favor the rapid degradation of the vitamin C.

So the scientists are fundamentally arguing over whether the vitamin C goes up or down while it's still attached to the bush. That is wild. But what happens once the farmer actually picks it? Does the chemistry at least lock in then?

Not at all. It becomes even more chaotic. The chemical matrix of the fruit keeps shifting day by day while it is just sitting in the harvest basket on a boat. And again, the hard data conflicts wildly.

Let me guess. Pinto says one thing. Yep. After harvest, Pinto's studies saw the vitamin C content mysteriously rise, hitting 1,568 milligrams by the sixth day sitting in storage.

It goes up while sitting in the basket. According to that study, yes. But another researcher, Grigio, measured a severe decline in post-harvest fruit, dropping from 6,602 down to 5,511 milligrams per 100 milliliters between days five and eight. I cannot imagine being a commercial farmer trying to deal with this.

You pull this extremely sensitive fruit off a bush in the middle of a flooded river basin, you put it in a basket, and it is literally changing its chemical identity every single day. Right. And the smartest scientists in the world can't even definitively tell you if your crop is gaining or losing nutritional value while you transport it. Which brings us to the ultimate trade-off.

This is the harsh, unavoidable reality of harvesting Camu-Camu in the physical world. Let's say you follow the data that says fully purple fruit has the maximum vitamin C content. If you pick it fully purple, you get a severely shortened post-harvest life. It softens, ferments, and spoils incredibly fast.

If you want the highest post-harvest quality and a shelf life long enough to actually survive the trip out of the Amazon, you have to pick it earlier when it still has a firm red-green coloring. So you literally have to choose. You can harvest for maximum potential vitamin C content, knowing half your crop might rot on the boat, or you harvest for shelf life so it actually survives the trip to the processing facility, but you're sacrificing potential potency. You cannot have both.

Exactly. It's a fundamental physical conflict that cannot be resolved. It just has to be decided by the harvester. Well, let's talk about that processing facility because here's where it gets really interesting.

In my mind, and I think for almost everyone listening, the golden rule of nutrition is that fresh is always better. Sure, that's the standard advice. Right. If you want the absolute best vitamin C, you go to the Amazon, pluck a red-green camu-camu right off the bush, and suffer through the sour taste to eat it raw.

Processing, drying, pulverizing, that is always a net loss of nutrients. That is the widespread intuitive assumption. But a surprising laboratory digestion model completely twists that logic. How so?

Researchers created a highly controlled model using artificial human gastric and intestinal fluids, simulating our exact stomach acids and enzymes to see how much ascorbic acid was actually released from the fruit and made accessible for absorption. Okay, making a fake stomach in a lab. Exactly. When they tested the fresh, raw fruit, only 30% of the ascorbic acid was released. Wait a second. That defies everything we are taught about whole food nutrition.

Only 30%. Where does the other 70% go? It stays permanently bound up in the tough cellular matrix of the fruit, acting almost like a microscopic prison, and it just passes right through your digestive tract, completely unused. But here is the mechanism that changes everything. When they ran the exact same artificial digestion model on the processed, dried powders, 54 to 65% of the ascorbic acid was released.

How is that physically possible? How can pulverizing and drying a fruit somehow make it more nutritious than eating it raw off the branch? Because the drying and milling process physically shatters that tough cellular wall. It acts as a mechanical pre-digestion phase.

Oh, I see. Yeah, by breaking down the plant's architecture before it ever reaches your stomach, it liberates the nutrients, making them highly accessible to the artificial gastric fluids. It really tells heavily against the assumption that all processing is inherently a loss. But that certainly doesn't mean processing is without its dangers.

Because once you liberate that vitamin C and turn it into a powder, it seems like you have to baby it. Heat is basically the enemy of ascorbic acid, right? Why is that? Heat is the absolute main enemy because ascorbic acid is an incredibly highly volatile molecule. When it is exposed to heat, the literal molecular bonds of the vitamin begin to vibrate and break apart, causing rapid degradation.

Yeah, when researchers stored spray-dried camu-camu powder, the exact losses were staggering. After 30 days stored at 30 degrees Celsius, it lost 39.5% of its vitamin C. Just to put that in perspective for you, 30 degrees Celsius is about 86 degrees Fahrenheit. That's not a hot oven. That's just a warm summer day.

Or an average shipping container or a warehouse without air conditioning, and you lose almost 40% of your vital nutrients in a single month. Exactly. And the curve is steep. If that warehouse gets just 10 degrees warmer, hitting 40 degrees Celsius, you lose a massive 57.1% in that exact same 30-day window. That's crazy.

Just 10 degrees of heat physically breaks down another fifth of whatever vitamin C you had left. And it's not just the temperature that destroys the value, right? It's the actual manufacturing process. Yeah.

I was looking at the data on how they physically make these powders. If you use a spray drying method, you can't just spray the pure camu-camu juice into a hot chamber. No, you can't. The natural sugars turn it into a sticky, unusable molasses on the walls of the machine.

Yeah. You have to add a carrier substance, usually something like maltodextrin, so it binds and forms a dry powder. And that carrier just dilutes the final product wildly, doesn't it? It does.

Mathematically, it just has to. A study compared two different carrier powders used on the exact same camu-camu juice at the exact same temperature. One carrier resulted in a finished powder with 15,363 milligrams of vitamin C per 100 grams. The other carrier resulted in just 11,258 milligrams per 100 grams.

That is a massive difference of over 4,000 milligrams, entirely dictated by which inert carrier powder the manufacturer chose to mix it with. The vitamin C wasn't even destroyed by heat in that case. It was just physically crowded out by the filler. Which is why understanding the exact processing chain, the temperature, the humidity, the carrier agents, is so critical in the hard sciences.

The environment shapes the molecule. So we've spent the first half of this deep dive talking about exactly what hard science knows. The exact milligrams, the molecular bonds, the temperatures. But I think we need a moment of radical honesty here about what science does not know.

Because if you read the marketing claims online for camu-camu powders, you would think we have this fruit perfectly mapped out in human biology. If we connect this back to the bigger picture of evidence-based rigorous science, the gaps are glaring. Let's be completely blunt with you listening. There are zero human bioavailability studies measuring a vitamin C endpoint for camu-camu.

Wait, zero. Out of all the studies out there, we have no clinical data showing how much of this specific vitamin C actually hits a human bloodstream. Not one. There are a grand total of three studies that compare the fruit powder to pure synthetic ascorbic acid, but incredibly none of them measured actual blood ascorbate levels, cellular uptake kinetics, or urinary excretion in humans.

We simply do not have the hard data on what happens inside a human body. And what about basic safety? I mean, we're taking a fruit grown in Amazonian floodwaters, sometimes near areas facing heavy deforestation and illegal gold mining, and we were concentrating it down into a potent powder. Do we actually know exactly how pure it is?

Again, the data is entirely missing. There is no purity data measuring heavy metals like lead, cadmium, or mercury, specifically for this fruit powder from the region. We have no pesticide residue measurements. Anyone assuming a commercial batch is perfectly pure is making a massive leap of faith, not a scientific conclusion based on verified data.

Okay, we have reached a critical juncture in this deep dive because the hard science is so full of unexplainable gaps. From the mystery of how the plant survives underwater to the agonizing contradictions of when to harvest it, researchers like Oliver Schacke have proposed a radical pivot. Yes, they have. They aren't looking for answers under a microscope anymore.

They're looking at entirely different theoretical frameworks. So, I am making an explicit, clearly announced transition here. We are now officially leaving the realm of measurable hard science. We are crossing the line into frontier science to explore the hypotheses of 9010 Research & Philosophy.

I want to be absolutely clear. Everything we discuss from this point forward is presented as a research model and a hypothesis. It is not proven laboratory fact. That is a crucial distinction.

We must keep these two worlds strictly separated. The physical measurable findings we just discussed do not validate the theoretical model we are about to explore. And this new model does not alter the measurable physical facts. Exactly.

So with that firmly established for everyone listening, let's look at this frontier science. Let's talk about the Two-World Model developed by Oliver Schacke. In Oliver Schacke's Two-World Model, reality is understood in two distinct but parallel layers. World one is exactly what we just spent the first half of this deep dive agonizing over.

The physical stuff. Right. It is the measurable biochemistry. It is the physical mass of the fruit, the temperature degradation in the warehouse, the exact milligrams of malic acid.

It is the tangible matter. But the model hypothesizes a world two. And world two is pure information. It has no measurable physical quantities whatsoever.

So what does this all mean? To me, it's like world one is the physical hardware of a computer. The metal casing, the silicon chips, the glass screen. You can weigh it, you can measure it, you can drop it and break it.

Yeah, exactly. And world two is the software code that tells that hardware how to operate. The software code doesn't weigh anything. You can't put it on a physical scale.

But without it, the hardware doesn't know what it's supposed to be. That is an excellent, precise analogy. In this theoretical model, every physical thing in world one has a corresponding, perfect informational blueprint residing in world two. And to explain where that informational blueprint actually resides, the model utilizes the biologist Rupert Sheldrake's concept of the morphic field.

The morphic field. Yeah. How does that concept work in relation to a physical Camu-Camu plant? Under this hypothesis, the morphic field acts as a sort of universal memory bank of nature.

It is an informational space where nothing is ever lost, and it never fills up or runs out of storage. A specific Camu-Camu fruit has a signature, a complete, flawless, informational pattern of what it is at its absolute peak. That signature isn't stored in the physical cells that rot on a boat, you know. It is stored eternally in the morphic field.

Okay, so if this signature, this pure informational software code of the perfect vitamin C fruit, is out there hovering in the morphic field, how does 9010 Research & Philosophy actually interact with it? How does the frequency code VIT9010C tap into that blueprint? This brings us right back to that maddening harvest dilemma we discussed in World One. Remember how the physical science couldn't agree on the best time to pick the fruit?

Right, the unripe green fruit with high acids, the turning red-green fruit for shelf life, the fully ripe purple fruit that spoils immediately. Exactly, the ultimate trade-off where the physical chemistry keeps changing every day in the basket and the farmer is forced to compromise. Well, the hypothesis behind the frequency code VIT9010C, which literally stands for vitamin C from 9010, is designed to bypass that physical limitation entirely. Because science couldn't isolate a single peak physical moment, the researchers captured the informational signature of all three stages of ripeness.

Wow. They took the blueprint of the young fruit, the turning fruit, and the fully ripe fruit. So they didn't have to compromise. They just captured the data of the entire biological life cycle.

Yes, and they went a step further in the model. They also captured the informational signature of the finished powder, gently dried and completely without a carrier substance, avoiding that physical dilution from maltodextrin we talked about earlier. In the framework of this model, all of this information, the three vital stages of the fresh fruit and the pure undiluted dried powder, is conceptually frozen into a single unified imprint in the morphic field. So if I'm understanding the model correctly, it's like taking four different perfectly written software programs and combining them into one master code in World 2.

But how do you actually access it? I saw the term entanglement being used in the research, but that sounds dangerously close to quantum physics. Is it like tuning a radio? Where the radio tower is broadcasting the camu-camu frequency everywhere, and entanglement is just the act of tuning our physical receiver to catch that specific station?

This raises an incredibly important question, and your radio analogy is spot on. We need to firmly clarify the terminology here. To access this specific frequency code in the morphic field, the model uses the word entanglement, but I must explicitly state to you that this word is being used purely as an image, as a metaphor for their research model. It is not a claim of laboratory physics or quantum mechanics.

That is vital to understand. They aren't saying they have a physical particle accelerator locking photons together in a lab. They're using entanglement purely as a descriptive term for how their World 2 model connects a user to that specific signature in the morphic field. Precisely.

It is a theoretical mechanism strictly within frontier science to describe accessing that unified imprint of the Camu-Camu's pure information, completely independent of the physical, measurable, and highly volatile World 1. It's just wild to pull back and look at the entire picture we've painted for you today. We started deep in the flooded Amazon basin looking at a mysterious shrub holding its breath under 12 meters of dark flood water. Yeah.

To the exact, rigorous, often painfully contradictory, measurable biochemistry of its vitamin C. We saw how something as simple as a warm warehouse or a maltodextrin carrier can absolutely destroy its potency. And then we stepped entirely out of the physical realm into the frontier hypotheses of morphic fields, pure information, and the idea of capturing a plant as a perfect, unchanging blueprint. It is a remarkable journey from the most extreme physical environments on Earth to the most abstract theoretical models we can conceive.

And if we connect this to the bigger picture, it really forces us to ask profound questions about how we view sustenance, biology, and memory itself. Yeah, it really does. And on that note, we want to leave you, the listener, with a final provocative thought to mull over on your own as you go about your day. Consider this: if a plant's peak nutritional signature, its perfect biological software code, is forever stored as pure information in a morphic field long after the physical fruit has degraded, well, it begs a massive question: what other lost botanical cures, or entirely extinct plant species, are still out there in World 2, endlessly broadcasting their blueprints, just waiting for us to tune in to the right frequency?

That is definitely something to chew on. Thank you so much for joining us on this deep dive into 9010 Research & Philosophy. We hope you're walking away with a few "aha" moments, a deeper respect for the absolute mysteries of the Amazon, and maybe a completely new way of looking at the invisible world around you. Until next time, stay curious.

From here on we leave Hard Science, the measurable.

We move into Frontier Science: hypotheses and fundamental research. This is our home ground.

08

What a frequency is

We work with the Two-World Model, developed by Oliver Schacke. It rests on one hypothesis: everything material has a counterpart made of pure information. Just as a house has a plan, a fruit has a signature, the complete pattern of what it is. On our hypothesis, this pattern sits in a field which the biologist Rupert Sheldrake calls the morphic field, a kind of memory of nature.

A frequency is our word for a signature held fast. Not the fruit itself, but the information of the fruit. The guiding sentence of our research puts it in one line. It means the technique with which we hold a signature fast: the technology does not supply the matter, it supplies the perfect information for matter to organise itself.

Why we do this: the best vitamin C fruit we know of grows at the other end of the earth, in a forest the Amazon swallows every year. Nobody can harvest it fresh each day. Its information, we can. A frequency needs the substance exactly once.

And here a second hypothesis follows the first: nothing is lost in the morphic field. What once lies in it stays in it, permanently, and remains available to nature. It is not a store anyone has to maintain, and not one that fills up.

To reach a particular frequency, you have to connect with that exact place in the field. We call this an entanglement, borrowing the term from physics and expressly as an image of our model, not as a claim about a laboratory. It is made through the name we filed the frequency under. This one is called Vitamin C from 9010, its code is VIT9010C. Whoever names it means this one imprint and no other, today and in a hundred years.

Whether this model holds, nobody can show today. That is precisely why we are called Research and Philosophy: we investigate what we assume. And on every page we tell you what is measurement and what is hypothesis.

The frequency

Vitamin C from 9010

VIT9010C

Above stood the question the field still cannot agree on: at which moment does this fruit hold the most vitamin C? We did not have to answer it. We solved it for ourselves. For the vitamin C frequency from 9010 we captured all three stages of ripeness: the young fruit, the turn, full ripeness. And with them the finished powder, gently dried and without a carrier, which rules out spray drying, exactly as it ends up. Together they form a single imprint in the morphic field, frozen at the moment this fruit existed. Whichever stage of ripeness science settles on one day, it is already in there. That imprint is the signature this page is named after. The frequency itself cannot be measured. It is a hypothesis of our model, not a laboratory value. What can be measured stands above this line.

09

The frequency card

NameVitamin C from 9010
CodeVIT9010C
Source substanceCamu-camu (Myrciaria dubia), wild stands in the Peruvian Amazon
Frozen statesall three stages of ripeness, plus the finished powder
10

Logbook for this frequency

In our frequency research we aim for the finest source material there is to find. That is why we currently use the camu-camu in this form. And we stay open: should it one day be shown scientifically that a finer basis for the vitamin C frequency exists, we will record the change here. With the date, the reason, and the name under which the earlier version stays reachable.

11

The sources behind this analysis

1I. The species and how it is identified3 sources›
National Center for Biotechnology Information (NCBI), Taxonomy Database (2026). Taxonomy Browser: Myrciaria dubia (Kunth) McVaugh, 1963 (TaxID 468946); also checked: Myrciaria floribunda O. Berg, 1856 (TaxID 375265) and Plinia cauliflora (Mart.) Kausel, 1956 (TaxID 375264, synonym Myrciaria cauliflora). NCBI Taxonomy Database (official reference database, NIH/NLM).
The official taxonomy database of the US health authorities lists camu-camu under the identifier 468946. It documents the valid name, the original name from 1823 and the classification down to genus level. On the question of which plant is meant, this is the most authoritative source available.
Moreira Filho M, Ferreira SAN (2009). Clonagem do camu-camu arbustivo em porta-enxertos de camu-camu arbustivo e arbóreo (Cloning of shrubby camu-camu on shrubby and arboreal camu-camu rootstocks). Revista Brasileira de Fruticultura 31(4):1202-1205.
A Brazilian study on propagating camu-camu that also documents the distinction from the second species carrying the same common name. In Brazil, Myrciaria floribunda is called camu-camu too, there with the addition arbóreo, because it is a tree and not a shrub. This work keeps the two apart.
https://doi.org/10.1590/S0100-29452009000400039
Abanto-Rodriguez C, Pinedo Panduro M, Chagas EA, Chagas PC, Tadashi-Sakazaki R, dos Santos PC, Farias-Araujo W, Murga-Orrillo H (2016). Relation between the mineral nutrients and the Vitamin C content in camu-camu plants (Myrciaria dubia) cultivated on high soils and flood soils of Ucayali, Peru. Scientia Agropecuaria.
A study of soil and nutrients in camu-camu cultivation. It carries the most complete naming history of any source here: first described in 1823 as Psidium dubium, reclassified by McVaugh in 1963 under its present name.
https://doi.org/10.17268/sci.agropecu.2016.03.18
2II. Content, method of measurement and reference basis7 sources›
Castro JC, Cobos M, Maddox JD, Iman SA, Egoavil A, Torres J, Gutierrez F (2015). Gene expression and enzyme activities of the D-mannose/L-galactose pathway influence L-ascorbic acid content in Myrciaria dubia. Biologia Plantarum 59(4):783-787.
The only work that identifies the active compound explicitly as L-ascorbic acid while also showing that the fruit produces it itself. The authors trace the complete biosynthetic pathway, with all six genes involved and three measured enzyme activities. That rules out any provitamin the body would first have to convert.
https://doi.org/10.1007/s10535-015-0540-z
Iman Correa S, Bravo Zamudio L, Sotero Solis VE, Oliva Cruz C (2011). Vitamin C content in fruits of camu camu Myrciaria dubia (H.B.K) Mc Vaugh, in four states of maturation, coming from the Collection of Germoplasma of the INIA Loreto, Peru. Scientia Agropecuaria 2(3).
A Peruvian measurement across four stages of ripeness, separated by skin and pulp, using high-performance liquid chromatography. It documents the clear difference between the parts of the fruit: the skin holds on average around 2,047 milligrams per 100 grams, the pulp 1,445. The work names no reference basis, which makes its figures hard to compare with others.
https://doi.org/10.17268/sci.agropecu.2011.03.01
Aguiar JPL, do Amaral Souza FC (2016). Camu-Camu super fruit (Myrciaria dubia (H.B.K) Mc Vaugh) at different maturity stages. African Journal of Agricultural Research 11(28):2519-2523.
A Brazilian measurement on fruit at different stages of ripeness, using chromatography according to the protocol of the official US analytical chemists' association. It is one of the few works that states its reference basis explicitly, namely fresh weight. Its values are 1,230 and 1,150 milligrams per 100 grams.
https://doi.org/10.5897/AJAR2016.11167
Aguirre-Neira JC, Reis MS dos, Cardozo MAR, Raz L, Clement CR (2020). Physical and chemical variability of Camu-camu fruits in cultivated and uncultivated areas of the Colombian Amazon. Revista Brasileira de Fruticultura 42(2):e-545.
The broadest field measurement in this collection: 2,250 fruits from 87 plants at seven sites in the Colombian Amazon. It shows how much the content varies between sites and even between individual plants, with spreads above 20 percent. Measurements were taken on dried samples, which is why the absolute values sit well below those of other works.
https://doi.org/10.1590/0100-29452020545
Souza A, Oliveira T, Mattietto R, Nascimento W, Lopes A (2018). Bioactive compounds in the peel of camu camu genotypes from Embrapa's active germplasm bank. Food Science and Technology (Campinas) 38(1):67-71.
A study of several camu-camu genotypes. It identifies the genotype as a cause of differences in content in its own right, alongside the part of the fruit and the growing site. It also names accompanying substances in the fruit, among them trans-lutein and beta-carotene.
https://doi.org/10.1590/1678-457X.33716
Villanueva-Tiburcio JE, Condezo-Hoyos LA, Asquieri ER (2010). Antocianinas, acido ascorbico, polifenoles totales y actividad antioxidante, en la cascara de camu-camu (Myrciaria dubia (H.B.K) McVaugh). Ciencia e Tecnologia de Alimentos 30(Supl. 1):151-160.
A Peruvian study of anthocyanins and vitamin C in camu-camu skin. It is the only one here that reports the same material separately on a fresh-weight and a dry-weight basis, which is what makes a comparison between the two reference bases possible at all.
https://doi.org/10.1590/S0101-20612010000500023
Garcia-Chacon JM, Marin-Loaiza JC, Osorio C (2023). Camu Camu (Myrciaria dubia (Kunth) McVaugh): An Amazonian Fruit with Biofunctional Properties - A Review. ACS Omega 8(6):5169-5183.
A review that gathers the state of research on camu-camu: origin, constituents, processing, applications. It is the best way into the subject, but it passes on most of its figures from other studies rather than measuring anything itself.
https://doi.org/10.1021/acsomega.2c07245
3III. Where it grows, the site and the structure of the populations7 sources›
Peters CM, Vasquez A (1987). Estudios ecologicos de Camu-Camu (Myrciaria dubia). I. Produccion de frutos en poblaciones naturales. Acta Amazonica.
The oldest field study in this collection and still one of the most precise. Peters and Vásquez mapped a wild stand on the Río Ucayali plant by plant, using metal tags. Their inventory had to be broken off because the water was rising, and it is exactly that flooding they describe as what sets the rhythm of the fruiting phase.
https://doi.org/10.1590/1809-43921987171174
Gonzales-Coral A (2006). Caracterizacion biofisica de los habitats de poblaciones naturales de camu camu Myrciaria dubia (H.B.K) Mc Vaugh. Folia Amazonica (Instituto de Investigaciones de la Amazonia Peruana, IIAP).
A description of four natural camu-camu stands on the Ucayali and the Tahuayo. The work puts the flood levels of two consecutive years at 5.0 to 12.1 metres, making it the most concrete evidence of the conditions this plant grows in.
https://doi.org/10.24841/fa.v15i1-2.225
Smid J, Kalousova M, Mandak B, Houska J, Chladova A, Pinedo M, Lojka B (2017). Morphological and genetic diversity of camu-camu [Myrciaria dubia (Kunth) McVaugh] in the Peruvian Amazon. PLoS ONE 12(6):e0179886.
A population-genetic study of ten wild camu-camu stands. It shows that the wild populations are genetically structured, and it is one of the three independent marker studies this statement rests on in the audit.
https://doi.org/10.1371/journal.pone.0179886
Ferreira GAC, Barnett APA, Krug C (2021). Phenology and fruit set comparison of camu-camu (Myrciaria dubia) in a natural population and a plantation in the central Amazon, Brazil. Acta Amazonica.
A study of a natural stand on the Río Negro in Brazil. It shows that peak fruiting coincides with the highest water level, confirming independently what Peters and Vásquez had observed on the Ucayali.
https://doi.org/10.1590/1809-4392202000581
Castro JC, Vasquez-Guizado SJ, Vigil BE, Ascue F, Rojas-Villa N, Paredes JD, Cobos M, Castro CG (2024). Development and Application of Microsatellite Markers for Genetic Diversity Assessment and Construction of a Core Collection of Myrciaria dubia (Kunth) McVaugh Germplasm from the Peruvian Amazon. Forests.
A genetic characterisation of the Peruvian camu-camu gene bank: 336 genotypes from 43 collections at 16 marker sites. The work records the collection site and geodata for each origin, making it the most precise account available of where the preserved material actually comes from.
https://doi.org/10.3390/f15111873
Mejia de Loayza E, Estivals G, Castro-Ruiz D, Chota-Macuyama W, Angulo-Chavez C, Corazon-Guivin M, Rodriguez del Castillo A, Alvarado Reategui J, Angulo-Villacorta C, Mejia K, Del Castillo Torres D (2026). Genetic diversity and population structure of Myrciaria dubia from the Peruvian Amazon: implications for germplasm conservation and crop improvement. Genetic Resources and Crop Evolution.
Field sampling of 254 plants from seven river catchments in Peruvian Loreto, carried out by the state Amazon research institute. It complements the gene bank work with material from genuinely natural stands and confirms their genetic structure.
https://doi.org/10.1007/s10722-026-02787-8
Leandro RC, Chagas EA, Feitosa I de L, Aragon S (2024). Potential Vulnerability of Natural Populations of Camu-camu (Myrciaria dubia) to Anthropogenic Stressors in Southwestern Amazon. DELOS: Desarrollo Local Sostenible.
A survey of natural camu-camu populations in Rondônia, Brazil. It classifies the stands as at risk and documents two populations that have already disappeared. The causes are fire, deforestation, dams and mining, not harvesting for the market.
https://doi.org/10.55905/rdelosv17.n53-032
4IV. Ripeness, time of harvest and what happens afterwards2 sources›
Pinto PM, Jacomino AP, Silva SR, Andrade CAW (2013). Ponto de colheita e maturacao de frutos de camu-camu colhidos em diferentes estadios. Pesquisa Agropecuaria Brasileira 48(6):605-612.
The work that puts a number on the time of harvest. It measures a rise in vitamin C from 759 to 1,071 milligrams per 100 grams across four stages of ripeness, then follows the fruit for twelve days. Its most important finding is a conflict of aims: fruit picked fully ripe holds the most vitamin C but keeps the shortest time.
https://doi.org/10.1590/S0100-204X2013000600005
Grigio ML, de Moura EA, Chagas EA, Durigan MFB, Chagas PC, de Carvalho GF, Zanchetta JJ (2021). Bioactive compounds in and antioxidant activity of camu-camu fruits harvested at different maturation stages during postharvest storage. Acta Scientiarum. Agronomy 43:e50997.
A study of constituents and antioxidant activity at different stages of ripeness, measured daily over eight days of storage. It finds the highest levels in the ripe stage while also reporting two works with the opposite finding. It therefore documents the disagreement in the literature rather than settling it.
https://doi.org/10.4025/actasciagron.v43i1.50997
5V. Accompanying substances, the fruit matrix and what the body can reach5 sources›
García-Chacón, J. M.; Rodríguez-Pulido, F. J.; Heredia, F. J.; González-Miret, M. L.; Osorio, Coralia (2024). Characterization and bioaccessibility assessment of bioactive compounds from camu-camu (Myrciaria dubia) powders and their food applications. Food Research International 176: 113820 (online 2023, issue year 2024).
The only work here that quantifies the accompanying substances of the fruit itself, and at the same time the most revealing one on processing. Using a digestion model, it measures how much ascorbic acid is released from the fresh fruit and from dried powders, and finds more from the powder than from the fruit. It also follows the content over 31 days of storage and identifies humidity as the decisive factor.
https://doi.org/10.1016/j.foodres.2023.113820
Nemirovsky Y, Zavaleta N, Villanueva M, Armah S, Imán SA, Reddy MB (2014). Negative Effect of Camu-Camu (Myrciaria dubia) Despite High Vitamin C Content on Iron Bioavailability, Using a Caco-2 Cell Model. Polish Journal of Food and Nutrition Sciences 64(1):45-48.
A comparison between camu-camu extract and pure ascorbic acid, measured against iron uptake. The result goes against the fruit matrix, making it a counter-finding to the widespread assumption that the whole fruit is superior to the isolate.
https://doi.org/10.2478/v10222-012-0088-y
Inoue T, Komoda H, Uchida T, Node K (2008). Tropical fruit camu-camu (Myrciaria dubia) has anti-oxidative and anti-inflammatory properties. Journal of Cardiology 52(2):127-132.
A small human study comparing camu-camu juice with pure ascorbic acid in smokers. It is one of the three works that compare the two directly, but it measures inflammatory markers and no vitamin C endpoint.
https://doi.org/10.1016/j.jjcc.2008.06.004
Messaoudene M, Pidgeon R, Richard C, Ponce M, Diop K, Benlaifaoui M, et al. (Routy B) (2022). A Natural Polyphenol Exerts Antitumor Activity and Circumvents Anti-PD-1 Resistance through Effects on the Gut Microbiota. Cancer Discovery 12(4):1070-1087.
A study of camu-camu and its effect on gut flora, largely in a mouse model. The human part of the study consists of two participants, which narrows the reach of its conclusions considerably.
https://doi.org/10.1158/2159-8290.CD-21-0808
Agrinier AL, Morissette A, Daoust L, Gignac T, Marois J, Varin TV, Pilon G, Larose E, Gagnon C, Desjardins Y, Anhe FF, Carreau AM, Vohl MC, Marette A (2024). Camu-camu decreases hepatic steatosis and liver injury markers in overweight, hypertriglyceridemic individuals: A randomized crossover trial. Cell Reports Medicine 5(8):101682.
The methodologically strongest human study on camu-camu available, controlled and randomised. It finds no effect at four endpoints: fat deposits, glucose metabolism, short-chain fatty acids and the microbiome. Vitamin C does not appear in the work at all.
https://doi.org/10.1016/j.xcrm.2024.101682
6VI. Processing: drying, carriers, stability in storage3 sources›
Silva, Nina K.; Cornejo, Félix E. P.; Gomes, Flávia S.; Pontes, Sérgio M.; Matta, Virgínia M. da; Freitas, Suely P. (2013). Influence of shell material on vitamin C content, total phenolic compounds, sorption isotherms and particle size of spray-dried camu-camu juice. Fruits 68(3): 175-183.
A comparison of two carrier substances in spray drying camu-camu, at the same quantity and the same temperature. The difference in vitamin C content of the finished powder is marked. The work also establishes that spray drying itself loses almost nothing.
https://doi.org/10.1051/fruits/2013065
Garcia VAS, Borges JG, Vanin FM, de Carvalho RA (2020). Vitamin C stability in acerola and camu-camu powder obtained by spray drying. Brazilian Journal of Food Technology 23:e2019237.
A storage trial on spray-dried camu-camu and acerola powder over 30 days. It puts a precise figure on the loss caused by heat and at the same time provides the only clean laboratory comparison of the two fruits on the same reference basis.
https://doi.org/10.1590/1981-6723.23719
Fernandez-Rosillo, F.; Mori-Mestanza, D.; Cabrejos-Barrios, A. S.; Medina-Mendoza, M.; and others (11 authors) (2026). Kinetic Modeling of Vitamin C Degradation for Predicting Shelf Life in Tropical Juices Made from Camu Camu and Naranjilla Under Accelerated Storage Conditions. Foods 15: 1722.
A study of how quickly vitamin C breaks down in tropical juices under heat, with a model calculation for shelf life. The measurements were taken on pasteurised, diluted and sweetened juice, not on the fruit.
https://doi.org/10.3390/foods15101722
7VII. Where it stands among the vitamin C sources2 sources›
Zhou Y, Phan ADT, Akter S, Bobasa EM, Seididamyeh M, Sivakumar D, Sultanbawa Y (2023). Bioactive Properties of Kakadu Plum-Blended Products. Molecules 28(6):2828.
A work on the Australian Kakadu plum that places camu-camu in the top group of vitamin C fruits. Its figures for camu-camu, however, come from other studies and lump it together with acerola.
https://doi.org/10.3390/molecules28062828
Dosedel M, Jirkovsky E, Macakova K, Krcmova LK, Javorska L, Pourova J, Mercolini L, Remiao F, Novakova L, Mladenka P (2021). Vitamin C-Sources, Physiological Role, Kinetics, Deficiency, Use, Toxicity, and Determination. Nutrients.
A comprehensive overview of vitamin C: where it occurs, how it works in the body, uptake, deficiency, use, tolerability. It also describes how industrial ascorbic acid is made from glucose, and records that availability from biotechnological and from plant origin appears comparable.
https://doi.org/10.3390/nu13020615
8VIII. How it is eaten, what is available and how the stands are faring1 source›
Juliano, Fernanda Francetto; Silva, Paula Porrelli Moreira da; Casemiro, Renata Cristina; Costa, Maria Helena; Spoto, Marta Helena Fillet (2014). Polpa de camu-camu liofilizada e armazenada em diferentes embalagens (Freeze-dried camu-camu pulp stored in different packaging). Revista Brasileira de Tecnologia Agroindustrial 8(2).
A Brazilian study of freeze-dried camu-camu pulp in different packaging. It names the reasons why the fruit is rarely eaten fresh: its high acidity and how quickly it spoils at ambient temperature.
https://doi.org/10.3895/s1981-36862014000200007
9IX. Safety, reference values and residues4 sources›
EFSA Panel on Dietetic Products, Nutrition and Allergies (NDA) (2013). Scientific Opinion on Dietary Reference Values for vitamin C. EFSA Journal 11(11):3418.
The opinion of the European Food Safety Authority on reference values for vitamin C. For adults it states an average requirement of 90 milligrams a day for men and 80 for women, and a recommended intake of 110 and 95 milligrams respectively.
https://doi.org/10.2903/j.efsa.2013.3418
EFSA Scientific Panel on Dietetic Products, Nutrition and Allergies (NDA) (2004). Opinion of the Scientific Panel on Dietetic Products, Nutrition and Allergies (NDA) on a request from the Commission related to the Tolerable Upper Intake Level of Vitamin C (L-Ascorbic acid, its calcium, potassium and sodium salts and L-ascorbyl-6-palmitate). EFSA Journal 2(5):59, 21 pp.
The same authority's statement on the question of an upper limit. Its result is a non-decision: the data are not sufficient to derive a threshold. It also assesses the link between high intake and kidney stones, and gives the all-clear for the usual range of intake.
https://doi.org/10.2903/j.efsa.2004.59
Faria da Silva L, Almeida EL, Thalhofer JL, Orejuela COP, Barbosa da Silva L, Xavier da Silva A, et al. (2026). Composition of natural radionuclides and elemental profile in traditional biodiversity-sourced flours: radiological risk assessment and development of the radiological benefit-risk index for food (IRBRF). Food Chemistry 520:149707.
A study of thirteen fruit flours for natural radioactivity and elemental profiles. For camu-camu it demonstrates low natural radionuclide activity and finds no artificial radionuclides. Camu-camu is explicitly excluded from the heavy metal analysis, so no results exist there.
https://doi.org/10.1016/j.foodchem.2026.149707
Salgado IKI, do Prado Ferreira M, Corazza MZ, Tarley CRT (2024). In Vitro bioaccessibility evaluation of minerals in Camu-Camu and Spirulina dietary supplements. Journal of Food Composition and Analysis 131:106206.
A study of how much copper, zinc, manganese and iron from camu-camu and spirulina preparations becomes available in a digestion model. The measurements were made on three commercially available preparations, as a question of nutrients and without comparison against limits for contaminants.
https://doi.org/10.1016/j.jfca.2024.106206
10X. Trial registry1 source›
U.S. National Library of Medicine, ClinicalTrials.gov (sponsors: Université Laval and McGill University Health Centre) (2026). NCT04130321 — Demonstration of the Prebiotic-like Effects of Camu-camu Consumption Against Obesity-related Disorders in Humans; and NCT04058392 — Camu Camu Effects on Circulating LPS and Systemic Immune Activation in ART-treated Participants: the Camu Camu Pilot Study. ClinicalTrials.gov (official US trial registry), API v2, retrieved 2026-07-25.
An extract from the official US trial registry covering the camu-camu studies in humans registered there. Both completed studies have filed no results. The registry is therefore less evidence of any effect than evidence of how thin the data are.