```xml <result> <column_name>min_beer_rating</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, distribution</valid_reducers> <excluded_reducers>sum (summing rating levels 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: multiplicative highly implausible (gate prior). The column name "min_beer_rating" indicates a minimum rating level, which is an intensive quantity. Center-of-mass (mean=3.1, median=3.3) is far from both 0 and 1, bounded in [0.1, 5.0], consistent with a rating scale. This is an absolute level where summing is meaningless but averaging (to find typical minimum 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> ```