this post was submitted on 13 May 2025
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I'm sick of having to look up what country an author is from to know which variant of teaspoon they're using or how big their lemons are compared to mine. It's amateur hour out there, I want those homely family recipes up to standard!

What are some good lessons from scientific documentation which should be encouraged in cooking recipes? What are some issues with recipes you've seen which have tripped you up?

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[–] [email protected] 6 points 1 day ago

I think a major one is to try to avoid trusting in unfounded precision.

If you want to make lemonade like a chemist, you don't just weigh out some lemon juice and add it to water and sugar. You measure sugar and citric acid content of the batch of lemon juice, then calculate how much water will dilute it to the right pH, and how much sugar will bring it to your desired osmolarity. In reality, no one is going to do that unless they run a business and need a completely repeatable. If you get lazy and just weigh out the same mass of stuff with a new batch of lemon juice, you could be way off. Better to just make it and taste it then adjust. Fruits, vegetables, and meats are not consistent products, so you can't treat them as such.

If i were to be writing recipes for cooking, I would have fruits/vegetables/meats/eggs listed by quantity, not mass (e.g., 1 onion, 1 egg), but i would include a rough mass to account for regional variations in size (maybe your carrots are twice the size of mine). Spices i would not give amounts for because they are always to taste. At most, I would give ratios (e.g. 50% thyme, 25% oregano). Lots of people have old, preground spices, so they will need to use much more than someone using whole spices freshly ground. I think salt could be given as a percentage of total mass of other ingredients, but desired salinity is a wide range, so i would have to aim low and let people adjust upward.

Baking is a little different, and I really like cookbooks that use bakers percentages, however, they don't work well for ingredients like egg that I would want to use in discrete increments. For anything with flour, I would specify brand and/or protein level. A European trying to follow an American bread recipe will likely end up disappointed because European flour usually has lower protein (growing conditions are different), which will result in different outcomes.

I will say in defense of teaspoons, most home cooks have scales that have a 1 gram resolution, though accuracy is questionable if you are only measuring a few grams or less. Teaspoons (and their smaller fractions) are going to be more accurate for those ingredients. Personally, I just have a second, smaller scale with greater resolution.

[–] rekabis 2 points 1 day ago* (last edited 1 day ago)

A German cookbook that I have first introduced me to the hub and spoke method of recipes. As in, it provided a base recipe at its most simplistic fashion, and then after that recipe, it listed ways you could modify that recipe for different kinds of dishes. Essentially listing points in the original where you could modify it in specific ways.

And this was no modern cookbook. It was printed back in the 60s.

[–] [email protected] 8 points 1 day ago* (last edited 1 day ago) (1 children)

I just want cups gone for solids (and viscous stuff). It’s such an idiotic system. 1 cup of diced carrot … wtf how should I go about measuring that in the grocery store? Just tell me 1 large carrot or by weight.

I know it doesn’t need to be exact but it just doesn’t make sense to do it this way. Even with imperial units, you have ounces, why not use that?

[–] [email protected] 3 points 1 day ago* (last edited 1 day ago) (2 children)

Ounces suck because they are used as a weight and a volume, and I can't ever be sure which one a particular recipe is using.

[–] rekabis 1 points 1 day ago (1 children)

And there are Florida ounces, which as a Canadian confuses me to no end.

[–] [email protected] 2 points 1 day ago

Damn, the imperial system really is messed up…

[–] [email protected] 26 points 2 days ago (1 children)

Recipes should be written with the quantities in the procedure. So instead of reading

Mix flour, salt and sugar in a large mixing bowl

It should be

Mix flour (300g), salt (1/4 tsp), and sugar (20g) in a large mixing bowl

That way you don't need to read/refer to ingredient list, read/refer to ingredient list, etc

[–] [email protected] 8 points 1 day ago

I really appreciate the recent trend of done cooking websites to do this on mouseover. Best of both worlds for readability and convenience. Not great when you're in the kitchen and not using a mouse, I'd hope a mobile or printable version just writes it out like you did there. Love Auto scaling recipes too where you can click to adjust number of servings, bonus points if they have some logic so they don't tell you to use .71 eggs or something.

[–] [email protected] 8 points 1 day ago (1 children)

Food science is truly complex, so in order to accurately replicate a recipe, you need to standardize pretty much everything. Currently, there’s plenty of variation and you just compensate by winging it and keeping an eye on the pot a little longer.

In order to reduce variation, we need to standardize the following:

  • ingredients: The composition of meat and carrots varies a lot.
  • heating methods: An oven set to 200 °C is not exactly 200 ° at every location and all the time.
  • weigh everything: Volumes are complicated and messy.
  • use a timer: This applies to all actions like stirring, heating etc.

All materials and methods should be accurately documented, because things like the coating or weight of your pan can introduce unwanted variability.

[–] [email protected] 3 points 1 day ago

Diameter of pots is big, too. You get way more evaporation with a wider pot.

[–] [email protected] 19 points 2 days ago (1 children)

I was a professional chemist for around ~7 and love to cook. My suggestion is to stop expecting precision with an imprecise and natural product like cooking. Are your lemons larger? They also might be sweeter, tarter, juicer etc. than others. Same thing with teaspoons. The spices you are using may be more or less concentrated than who wrote it.

Lean into the uncertainty and be free. Double or even triple spices to see if you like it. Measure with your heart

[–] [email protected] 4 points 2 days ago* (last edited 2 days ago) (1 children)

That’s just people who know how to cook, beginners want to follow recipes to a T and almost always come up with sub par results to someone who knows how to cook because they already incorporate what you’ve mentioned. This is just “make sure people cooking know how to cook” lol

[–] [email protected] 9 points 1 day ago (1 children)

I was thinking saying that expecting precision from a natural product is a fools errand. So embrace the imperfection and go crazy

[–] [email protected] 2 points 1 day ago (1 children)

Yep. imperfection is a feature not a bug.

Trying to eliminate every variable and be able to follow a precise formula is absurd. And if you manage to do that you are going to make food that is as good as what you can buy in the frozen section of any grocery store. That highly processed stuff is made by eliminating all the variables and following a precise formula.

Just enjoy the variation, taste your ingredients and food at every step you can and adjust until you like it.

[–] [email protected] 1 points 1 day ago

There are science behind cooking but its mostly with methods instead of inputs. If anyone is interested [Salt Fat Acid Heat](https://www.saltfatacidheat.com/] and (The Food Lab)[https://www.amazon.com/Food-Lab-Cooking-Through-Science/dp/0393081087] are more scientific about methods and made for home cooks. You can also look at On Food and Cooking which is much more textbook like about the science of cooking. Its there but not in standardized measurements and units for recipes

[–] [email protected] 8 points 1 day ago

You should check out the super old website called "cooking for engineers".

[–] [email protected] 22 points 2 days ago (3 children)

All solids should be listed by weight.

All liquids should be listed by volume.

SI units only. (Grams for solids, mL for liquids)

More graduated cylinders and volumetric flasks in the kitchen please.

[–] [email protected] 9 points 1 day ago (3 children)

Why would you want anything by volume? Mass is so much easier. 50 ml of honey is way more annoying to get into a recipe than dumping it right into whatever container the rest of the ingredients are in while it's sat on a scale.

[–] Revan343 5 points 1 day ago (1 children)

5ml of vanilla is a lot easier to measure than by weight would be

[–] [email protected] 1 points 1 day ago

To be honest, I don't think I've ever measured vanilla, it goes right in the bowl, lol. Small quantities are often easier by volume, though, for sure.

[–] [email protected] 3 points 1 day ago

Sure, we could say viscous liquids can use mass. I’d say most liquids with a viscosity close to water will be easier to measure out by volume than risk over pouring when going right into weigh boat / mixing bowl.

[–] howrar 2 points 1 day ago

I agree. Mass all the way. It's especially complicated when the liquids are viscous and stick to your measuring vessel.

The only time volume is permitted is if it's too light for a typical kitchen scale to measure.

[–] [email protected] 4 points 2 days ago

We should all use Einstein-Landauer units.

[–] [email protected] 4 points 2 days ago* (last edited 2 days ago) (2 children)

I thought SI Unit for volume is m3

[–] [email protected] 2 points 1 day ago

True, but square and cubic units are inconvenient due to the way prefixes work. Use liters to solve that problem.

[–] [email protected] 5 points 2 days ago (1 children)

same thing, one cubic centimeter is one ml

[–] [email protected] 3 points 2 days ago (2 children)

But 1L is not 1m³

Liters are non-SI

[–] [email protected] 5 points 2 days ago* (last edited 2 days ago) (1 children)

1L is 1dm³ (10cm³)

They aren't "official" SI units but they dont require funny conversions and i'd much rather see liters then teaspoons

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[–] [email protected] 6 points 1 day ago

I'm an American biochemist, I also never learned the english system because my school transitioned to metric too fast. The mental burden of trying to cook using english units after working all day in the lab using that same part of my brain leads me to just not want to cook 95% of the time. But when I do cook I have optimized processes for my few simple recipes. When I bake I usually use a metric recipe or convert a English one, and optimize it before making a large batch of something.

[–] [email protected] 7 points 2 days ago

Cooking is not a standardized or reproducible process at home, because the variables outside of anybody's control. Modern mass recipes give only the illusion of being reproducible algorithms, but they will never achieve that.

Grappling with the complexity of different tooling, supply chains, seasonality and so on, all within a recipe, is a futile effort. That complexity must be handled outside the recipe.

[–] [email protected] 19 points 2 days ago (2 children)

This would only make sense, if all people were baking with the exact same ingredients, in the exact same environment, with the exact same equipment. You know, like in a factory.

For households and the like, it makes sense to have a bit of variation, until you find the way that makes it perfect for you.

[–] [email protected] 5 points 2 days ago (1 children)

People should try to think of recipes as performance notes, not as magical formulas. "This is how I made this, this time."

[–] [email protected] 2 points 1 day ago (1 children)

This goes for baking too. Baking is no more science than cooking, and cooking is no more an art than baking. People who claim otherwise annoy me.

You need to figure out what ratios of what, do what in your recipes, and then explore how that can change with different brands/varieties of the same ingredients, different ovens, humidities, elevations if you travel, etc. Book learning can only get you so far, you need to put in the kitchen time to really understand.

The art of making good food is in being able to recreate and adapt all the science experiments you did.

[–] [email protected] 1 points 39 minutes ago

As someone who bakes bread, and sometimes biscuit, pancake, and cookie type things, I feel this way also. But I wonder if the reputation for needing precision doesn't stem from something I don't bake, like cakes.

[–] epicstove 5 points 2 days ago

This is pretty much how so many experienced home cooks eventually get to the point where they can eyeball the amount of each ingredient they need.

[–] [email protected] 16 points 2 days ago

I've been cooking at home, and occasionally in restaurants, since I was about ten or so. So, 40ish years.

No single standard is better than the others. It does suck that there isn't a single one that is used as a base, and then gets converted by the cook into their preferred units and structure, but even that has issues.

The good news is that most cooking, and even most baking, is very forgiving of the kind of discrepancies between sizes of lemons, onions, etc. You don't really run into trouble until you're dealing with things that react chemically based on the ratio of ingredients, which is still most common in baking, and not even all baking.

Even in those types of recipes, it's usually flour that's the problem, not leaveners, since flour compacts readily and to a high degree. But, then again, most modern recipes like that are going to be in weight measures, or in baker's ratios. You'd be using a scale for the fiddly recipes.

So, generally, just guesstimate your produce size the first time you make something. It's not going to be so far off that the results will suck if the dish itself doesn't. Then you tweak things until it fits what you prefer, which is what happens anyway as you build your recipe book/collection.

My old recipe book had scribbled notes in the margins from years of refinements. When I copied that into a digital recipe manager, I added them in directly. Now, I'm able to just enter the original recipe, then add my notes as parentheticals or whatever as I refine.

Even with those detailed notes, a given recipe won't always be reproducible as exactly the same. That's because you just can't standardize everything. You use good produce, there's going to be varying water content, slight differences in flavor compounds, more or less sugars, so to get the same results over time, the cook has to know how to adjust for those things on the fly.

Of equal import is that no matter how scientific your process of recipe development is, the table is never the same as the cook. My taste buds and brain aren't the same as my wife's, my kid's, my cousin's, etc. So there's limits to the benefits of standardized recipes on the plate.

Now, formatting? That's a huge help.

You want your ingredient list to include instructions about when an ingredient is used in multiple places. You want lists broken down in sections when a recipe calls for multiple procedures (like making the main dish, a sauce, and a crust).

In the instructions, make sure the ingredient quantities are included for redundancy.

If there's an instruction about duration that's variable explain what the variables change. As in: bake for 10 to 15 minutes. Okay, great. What's the difference? If my stove runs hot and I go for the short time, will I see golden brown, and will 15 be burnt or just really dark? Yeah, you can't expect identical results from one circumstance to the next, but at least drop an "until golden brown" at the very minimum.

That applies to any variable, imo, but it can get to be too much detail in complicated recipe.

Cooking and baking are chemistry, physics. But they're also an art. The more you try to strip a recipe of flexibility, the less successful it's going to be for the next cook.

[–] [email protected] 14 points 2 days ago* (last edited 2 days ago) (4 children)

If you're asking scientists about writing protocols, you clearly don't know how scientific protocols work. If anything, scientists need to take lessons from recipe writers on how to write protocols. Scientific protocols are notoriously difficult to replicate.

Here's a burger recipe written like a scientific methodology:

Raw beef patties (Carshire Butcher) were prepared on a grill (Grillman) according to manufacturer's instructions. The burger was assembled with the prepared patties, burger bun (Lee Bakery), lettuce (Jordan Farms), American cheese (Cairn Dairy), and various toppings as necessary. Condiments were used where appropriate. Assembled burgers were served within 15 minutes of completion.

[–] [email protected] 9 points 2 days ago* (last edited 2 days ago)

I don’t share this idea. Especially not in industry. SOPs are extremely detailed to the point of including lot numbers, etc. If done right it leaves no room for interpretation.

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[–] [email protected] 12 points 2 days ago (1 children)
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[–] [email protected] 5 points 2 days ago (1 children)

Peer review...

Too many cooking sites are let's exchange your recipe and end up with either stuff missing or absurdly high amount of sugar (as a rule of thumb divide by 2 the amount of sugar) or a lack of salt/spice even when they're notsimply forgotten.

Published books tends to be a bit better as in principle they're revised.

Peer review is how scientists correct that. Often it's as simple as on figure 2, the labels are too small and sometimes it's I don't get how you've built your experimental setup can you clarify this section? It's rarely catching biq mystake but really improves overall quality

[–] [email protected] 4 points 2 days ago

At the end of the second paragraph, you're missing a space between "not" & "simply".

In you third paragraph, you used the singular "tends" instead of the plural "tend". In addition, though I believe the sentence to be grammatically correct even without them, adding commas before & after "as in principle" would make the sentence a bit clearer.

Finally, your last paragraph. The second sentence is quite long, it would be more readable if you added commas before the "and" & after the second "it's". A comma could be placed just after "Often", but the sentence remains legible even without it. The sentence could use quotation marks to improve readability further, which would end the sentence on a question mark followed by an ending quote. This would be grammatically correct in American English, but as the sentence is not a question, a period should be added to the end. While it may have been intentional, for comedic effect, "biq" should be "big" & "mystake", "mistake". If I've understood the sentence correctly, the newly-corrected "mistake" should be in its plural form, "mistakes", and be followed by a comma. The sentence should also end with a period.

[–] [email protected] 6 points 2 days ago (1 children)

Dependencies chart!

Also, putting the amounts in the directions and not just at the beginning.

[–] [email protected] 8 points 2 days ago

Also, putting the amounts in the directions and not just at the beginning.

Fucking genius. Someone get this man a promotion

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