```xml <result> <column_name>year4_style</column_name> <family>additive</family> <subtype>intensive_additive</subtype> <confidence>0.82</confidence> <requires_user_confirmation>false</requires_user_confirmation> <sum_meaningful>false</sum_meaningful> <signed>true</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 is DIMENSION with no sequence axis, making multiplicative highly implausible. The column name "year4_style" suggests a style score or rating indexed to a year, which is an intensive property. The center of mass (mean=45.2, median=50.0) is far from both 0 and 1, bounded in [0, 100] range, consistent with a normalized score or percentage-style rating. The presence of a tiny negative value (likely noise/rounding) and the wide spread indicate this is an absolute level measure where averaging is meaningful but summing is not. No multiplicative naming tokens present. </reasoning> <table_type_conflict>false</table_type_conflict> </result> ```