```xml <result> <column_name>value</column_name> <family>additive</family> <subtype>intensive_additive</subtype> <confidence>0.72</confidence> <requires_user_confirmation>false</requires_user_confirmation> <sum_meaningful>false</sum_meaningful> <signed>false</signed> <reducers> <primary_reducer>mean</primary_reducer> <valid_reducers>mean, min, max, median, distribution</valid_reducers> <excluded_reducers>sum (summing an intensive level is meaningless), product (not a ratio)</excluded_reducers> <average_semantics>arithmetic_mean</average_semantics> </reducers> <inner_outer_measure> <inner_measure_reducer>min</inner_measure_reducer> <outer_measure_reducer>max</outer_measure_reducer> </inner_outer_measure> <multiplicative_partner_derivable>false</multiplicative_partner_derivable> <reasoning> Gate prior: DIMENSION table with no sequence axis makes multiplicative highly implausible. The column is bounded [0.0, 1.0] with mean 0.126 and median 0.05, centered away from both 0.0 and 1.0, suggesting a normalized intensive measure (proportion, probability, or rate). Contains 28% zeros, ruling out ratio_multiplicative. The generic name "value" provides no signal, but the bounded range [0,1] with substantial mass near zero indicates this is likely a proportion or probability level where averaging (not summing) is the natural aggregation. Classified as intensive_additive with moderate confidence due to lack of naming confirmation. </reasoning> <table_type_conflict>false</table_type_conflict> </result> ```