```xml <result> <column_name>Previous</column_name> <family>additive</family> <subtype>intensive_additive</subtype> <confidence>0.55</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, mode</valid_reducers> <excluded_reducers>sum (intensive level, summing 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> Table-type gate: STATE with no sequence axis makes multiplicative highly implausible. The column name "Previous" suggests a prior state or level value, not a ratio or extensive quantity. The dtype is object (likely categorical or ordinal codes), with very low distinct_fraction (0.67%) indicating discrete levels rather than continuous measurements. The range [0.0, 1379.0] with sample values at powers of 10 suggests ordinal codes or categorical identifiers representing previous states. Treating as intensive_additive (a level/state identifier) where mean represents the typical prior state code. Confidence is moderate due to ambiguous naming and object dtype; this may actually be a categorical dimension rather than a numeric measure. </reasoning> <table_type_conflict>false</table_type_conflict> </result> ```