```xml <result> <column_name>Whisker.low</column_name> <family>additive</family> <subtype>intensive_additive</subtype> <confidence>0.92</confidence> <requires_user_confirmation>false</requires_user_confirmation> <sum_meaningful>false</sum_meaningful> <signed>false</signed> <reducers> <primary_reducer>min</primary_reducer> <valid_reducers>min, max, mean, median</valid_reducers> <excluded_reducers>sum (summing a boundary/whisker 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. Column name "Whisker.low" indicates a statistical boundary or lower bound value, which is an intensive level property. Values are strictly positive, centered around 5.26 (far from both 0 and 1), with moderate spread (std=1.15). No naming tokens suggest ratio/rate behavior, and center_near_one is false. This is clearly a boundary level where min is the natural inner measure and summing across entities is meaningless - classic intensive_additive. </reasoning> <table_type_conflict>false</table_type_conflict> </result> ```