```xml <result> <column_name>value</column_name> <family>additive</family> <subtype>intensive_additive</subtype> <confidence>0.65</confidence> <requires_user_confirmation>true</requires_user_confirmation> <sum_meaningful>false</sum_meaningful> <signed>false</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> Gate prior: DIMENSION table with no sequence axis makes multiplicative highly implausible. The generic column name "value" provides no signal. Center-of-mass (mean=0.27, median=0.23) is far from both 0.0 and 1.0, ruling out ratio_multiplicative. The bounded positive range [0.009, 0.807] with no zeros suggests a normalized proportion or probability-like intensive measure. Negative log_symmetry_gain rules out multiplicative. Classified as intensive_additive (a level/proportion) where mean is the natural rollup, but confidence is moderate due to lack of naming signal and the possibility this could be a real_additive proportion that does sum to 1.0 across entities. </reasoning> <table_type_conflict>false</table_type_conflict> </result> ```