```xml <result> <column_name>employees</column_name> <family>additive</family> <subtype>real_additive</subtype> <confidence>0.95</confidence> <requires_user_confirmation>false</requires_user_confirmation> <sum_meaningful>true</sum_meaningful> <signed>false</signed> <reducers> <primary_reducer>sum</primary_reducer> <valid_reducers>sum, min, max, mean, median, count, distribution</valid_reducers> <excluded_reducers>product (not a ratio), geomean (not a ratio)</excluded_reducers> <average_semantics>arithmetic_mean</average_semantics> </reducers> <inner_outer_measure> <inner_measure_reducer>sum</inner_measure_reducer> <outer_measure_reducer>sum</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. Column name "employees" is a classic count/quantity token signaling real_additive. The data shows large magnitude (9 to 34,288), strictly positive values with no zeros, and unbounded upper range—all consistent with an extensive count measure. Sum is the natural aggregation operation (total employees across entities). No multiplicative evidence present. </reasoning> <table_type_conflict>false</table_type_conflict> </result> ```