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. 2026 Sep 4;8(36):1135–1140. doi: 10.46234/ccdcw2026.184

Table 1. Feature dictionary for model input variables.

Feature block Variable name(s) Definition Coding Source/derivation
Ingredient composition Total ingredient weight Total recorded weight of the dish Continuous (g) Calculated by summing all recorded ingredient weights
Main ingredient weight Weight of the dominant ingredient in the dish Continuous (g) Calculated from raw ingredient-level records
65 food-category weight variables Dish-level total weight assigned to each mapped food category after manual ingredient-to-category mapping Continuous (g), 0 if absent Raw item-level ingredients were mapped to the 65-category system and aggregated at the dish level; complete list shown in Table S1
Cooking method 6 major cooking-category indicators Major cooking category of the dish Binary indicator (0/1) Derived from the original coarse cooking-method records and standardized according to the study classification
22 cooking-subtype indicators Finer-grained cooking subtype of the dish Binary indicator (0/1) Manually refined from original cooking-method information according to the study classification scheme
Restaurant/site level 6 survey-site indicator variables Survey-site location of the restaurant Binary indicator (0/1) Directly derived from recorded restaurant location
North–south regional indicator Whether the restaurant was located in southern China Binary indicator (0/1) Derived from survey-site location
Restaurant size indicators Restaurant scale category (large, medium, small) Binary indicator (0/1) Directly recorded in field survey