```xml <result> <column_name>min_place_rating</column_name> <family>additive</family> <subtype>intensive_additive</subtype> <confidence>0.88</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, distribution</valid_reducers> <excluded_reducers>sum (summing ratings across entities 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> DIMENSION table with no sequence axis strongly priors against multiplicative. The column name "min_place_rating" indicates a minimum rating score, which is an intensive level measure. Center of mass (mean=72.3, median=80.0) is far from both 0 and 1, bounded in [8, 100], consistent with a rating scale. Ratings are intensive levels where summing is meaningless but averaging (to find typical rating) is natural. The "min" prefix indicates this is already an aggregated minimum, making min the primary reducer for further rollup. </reasoning> <table_type_conflict>false</table_type_conflict> </result> ```