```xml <result> <column_name>s_boxer_ranking</column_name> <family>additive</family> <subtype>intensive_additive</subtype> <confidence>0.85</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, median, mode</valid_reducers> <excluded_reducers>sum (summing ranks is meaningless), product (not a ratio), mean (ordinal scale makes arithmetic mean questionable)</excluded_reducers> <average_semantics>n/a</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. Column name "s_boxer_ranking" indicates an ordinal rank position (1=best, higher=worse). Values range 1-654 with 72% nulls, consistent with a sparse ranking dimension. Ranking is an ordinal intensive measure: summing ranks across boxers is meaningless, and the natural aggregation is min (best rank) or max (worst rank). This is intensive_additive rather than ordinal_additive because there is no sequence axis to normalize along—it's a static attribute level. </reasoning> <table_type_conflict>false</table_type_conflict> </result> ```