```xml <result> <column_name>32-bit OP/s</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>false</signed> <reducers> <primary_reducer>mean</primary_reducer> <valid_reducers>mean, min, max, median</valid_reducers> <excluded_reducers>sum (summing operations-per-second rates across entities 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> DIMENSION table with no sequence axis strongly priors against multiplicative. The column name "32-bit OP/s" (operations per second) indicates a rate/throughput measure, which is an intensive physical quantity describing computational performance at a point in time. The values are large-magnitude absolute rates (10^16 to 10^20 range), not ratios near 1.0. This is a performance benchmark metric where averaging across entities (hardware configurations) is meaningful, but summing rates is not. Classified as intensive_additive with mean as the primary reducer. </reasoning> <table_type_conflict>false</table_type_conflict> </result> ```