```xml <result> <column_name>s_boxer_drawn</column_name> <family>additive</family> <subtype>real_additive</subtype> <confidence>0.85</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> DIMENSION table with no sequence axis: multiplicative is highly implausible (gate prior). Column name "s_boxer_drawn" suggests a count or score statistic (the "s_" prefix often denotes summary/statistic). Values are non-negative integers and a fractional value (3.767...), ranging [0.0, 5.0], with no zeros flagged as present but min=0.0 indicates zero is in the domain. Center far from 1.0, unbounded accumulation pattern, and count-like naming all point to real_additive. No multiplicative evidence to override the gate. </reasoning> <table_type_conflict>false</table_type_conflict> </result> ```