<result> <column_name>2nd%</column_name> <family>uncertain</family> <subtype>none</subtype> <confidence>0.3</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, median, min, max</valid_reducers> <excluded_reducers>sum (percent strings are not extensive quantities), product (no evidence the values compound along the sequence)</excluded_reducers> <average_semantics>arithmetic_mean</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>The table is PATH with a sequence axis, so a multiplicative call is plausible. The column is VARCHAR with "%" formatted strings plus placeholders ("", "-"), so every numeric statistic is null and no reconstruction or center-of-mass test is possible. The "%" in the name is a ratio-like token, but the samples (0.0%, 10.0%, 10.5%) look like a bounded share or rate, such as the fraction finishing 2nd, rather than a growth factor that compounds around 1.0. The zeros also count against ratio_multiplicative. Naming and data evidence conflict or are missing, so I abstain. The column should be parsed to numeric and re-run, with "-" and blanks treated as nulls. If it is a share or rate, it is likely intensive_additive, averaged rather than summed.</reasoning> <table_type_conflict>false</table_type_conflict> </result>