```xml <result> <column_name>opponent_2_estimated_punch_resistance</column_name> <family>additive</family> <subtype>intensive_additive</subtype> <confidence>0.80</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> Table-type gate: DIMENSION with no sequence axis makes multiplicative highly implausible. The column name "estimated_punch_resistance" indicates a physical property or capability level (resistance/durability metric), not a ratio or rate. The range [0.0, 73.4] with center far from both 0.0 and 1.0, plus no zeros in the sample, suggests an absolute level measurement. This is an intensive property of an entity (opponent's resistance capacity) where summing across opponents is meaningless but averaging is natural. Classified as intensive_additive with mean as the primary reducer. </reasoning> <table_type_conflict>false</table_type_conflict> </result> ```