```xml <result> <column_name>Whisker.high</column_name> <family>additive</family> <subtype>intensive_additive</subtype> <confidence>0.85</confidence> <requires_user_confirmation>false</requires_user_confirmation> <sum_meaningful>false</sum_meaningful> <signed>false</signed> <reducers> <primary_reducer>max</primary_reducer> <valid_reducers>max, mean, median, min</valid_reducers> <excluded_reducers>sum (summing a boundary/limit 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 name "Whisker.high" indicates an upper boundary or limit value (statistical whisker plot terminology), which is an intensive level property. Values are strictly positive, centered around 5.45 (far from both 0 and 1), with bounded range [2.86, 7.62]. No naming or numeric signals suggest ratio behavior. This is a boundary level where max is the natural outer measure and summing across entities is meaningless. </reasoning> <table_type_conflict>false</table_type_conflict> </result> ```