<result> <column_name>morning_alarm_snoozes</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> The table is a DIMENSION with no sequence axis, so multiplicative is highly implausible and the prior is additive. The column is a non-negative integer count of snooze events (0-7), with a mean of 2.77 and a median of 3, which is not near 1.0. It has zeros, no ratio-style naming and no log-symmetry gain, so it is not a ratio. Counts accumulate when volumes merge, so the subtype is real_additive. Without a sequence axis there is no partner multiplicative measure to derive. </reasoning> <table_type_conflict>false</table_type_conflict> </result>