<result> <column_name>Occupation: Other (please specify)</column_name> <family>uncertain</family> <subtype>none</subtype> <confidence>0.0</confidence> <requires_user_confirmation>true</requires_user_confirmation> <sum_meaningful>false</sum_meaningful> <signed>false</signed> <reducers> <primary_reducer>n/a</primary_reducer> <valid_reducers>none</valid_reducers> <excluded_reducers>all - column is categorical text, not a numeric measure</excluded_reducers> <average_semantics>n/a</average_semantics> </reducers> <inner_outer_measure> <inner_measure_reducer>n/a</inner_measure_reducer> <outer_measure_reducer>n/a</outer_measure_reducer> </inner_outer_measure> <multiplicative_partner_derivable>false</multiplicative_partner_derivable> <reasoning> This column has dtype "object" (categorical/text) and all statistics are null, indicating it is not a numeric measure. The sample values appear to be percentage strings ("0.00%", "0.86%", etc.), but they are stored as text, not parsed numbers. Without numeric values, no measure classification (additive or multiplicative) can be performed. This column requires data type conversion or is a free-text field that should not be treated as a measure at all. </reasoning> <table_type_conflict>false</table_type_conflict> </result>