<result> <column_name>PAGE VIEWS</column_name> <family>additive</family> <subtype>real_additive</subtype> <confidence>0.93</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> The table is STATE with no sequence axis, so the prior strongly favors additive and rules out reconstruction signals. PAGE VIEWS is a non-negative integer count with an unbounded upper range (max about 228M) and a heavily right-skewed distribution (median 8, mean about 15.9k). It contains zeros, and its center is far from 1.0. It is an extensive quantity that accumulates when volumes merge, so it is real_additive with sum as the primary reducer. The large log_symmetry_gain reflects count-like heavy-tailed skew, not ratio behavior; the name is a count-type token and there is no multiplicative naming or unit evidence. </reasoning> <table_type_conflict>false</table_type_conflict> </result>