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To further predict the targets and pathways, six representative ingredients were selected from the four herbs (Fig. 4a).
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The GHG emissions for the 289 food codes were then constructed from these 94 parameters by using representative ingredient lists and adjustments for density, and the diet-level variable derived was kg CO2eq/d.
The result, California Love, is a potent imperial red ale that balances rich and sweet malt character with the pungent flavors of a variety of hops, as well as some specialty ingredients representative of California's rival regions.
These ingredients are representative of different chemical classes such as ethers, alcohols, amines, acids and have a very wide range of volatilities and other chemical properties.
AAFCO enlists different minerals used as feed ingredients and registers representative levels of toxic contaminants such as cadmium, arsenic, lead, and mercury in mineral feed ingredients, at the same time suggests guidelines for contaminants (based on toxicological capabilities) in complete feed and in mineral feed ingredients (AAFCO 2014).
The study design choices related to this issue, such as whether to collect a convenience sample or to oversample "high-end" individuals (and then adjust the data using statistical weights), are important considerations that cannot always be predicted if there are few data on a specific active ingredient or few representative measurements in the environmental medium of interest.
These ingredients and their class representatives are schematically shown in Fig. 7. Conventional methods such as user registration and user removal are functions of the end user class.
Figures 1 and 2 show distributions of MW and logP for the complete set of chemicals with structures and for four representative subsets of the larger data collection: HPV chemicals, pesticide inert ingredients, pesticide active ingredients, and the ToxCast phase I collection.
Manufacturers with multiple single-ingredient SJW products were limited to one representative product.
While we selected a few representative hospitals, it is possible that other products with additional ingredients are used elsewhere.
We need activists pressing our elected representatives to empower the F.D.A. to safeguard us against known unsafe ingredients as well as unknown unsafe ingredients.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com