```xml <result> <column_name>f_boxer_reach</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>mean</primary_reducer> <valid_reducers>mean, min, max, median, distribution</valid_reducers> <excluded_reducers>sum (summing reach across boxers 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 is DIMENSION with no sequence axis, making multiplicative highly implausible (gate prior). The column "f_boxer_reach" represents a physical measurement (arm reach in cm or inches) for individual boxers—an absolute intensive property of each entity. Values range [188.0, 216.0], centered far from both 0 and 1, with no zeros or negatives. Summing reach across boxers is meaningless (you cannot add 188cm + 196cm to get "384cm of reach"); averaging is the natural aggregation. This is a classic intensive_additive level measure. </reasoning> <table_type_conflict>false</table_type_conflict> </result> ```