```xml <result> <column_name>max_place_rating</column_name> <family>additive</family> <subtype>intensive_additive</subtype> <confidence>0.88</confidence> <requires_user_confirmation>false</requires_user_confirmation> <sum_meaningful>false</sum_meaningful> <signed>false</signed> <reducers> <primary_reducer>max</primary_reducer> <valid_reducers>max, mean, median, min, distribution</valid_reducers> <excluded_reducers>sum (summing rating levels 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: multiplicative highly implausible per gate prior. Column name "max_place_rating" indicates a rating level (intensive quantity), not a ratio. Center of mass at 87.6 (median 92.0) in bounded range [8, 100] is characteristic of a rating scale, not a ratio near 1.0. No zeros, no negatives, negative log_symmetry_gain all confirm this is an absolute level, not a multiplicative factor. Classified as intensive_additive because summing ratings across entities is meaningless; the natural rollup is max (per the "max_" prefix) or mean. </reasoning> <table_type_conflict>false</table_type_conflict> </result> ```