Validation Log 2025-12-15 02:35:32.796166 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN005865/mwtab/txt Study ID: ST003570 Analysis ID: AN005865 File format: txt Status: Contains Validation Issues Number of Issues: 6 Number of Warnings: 4 Number of Value Errors: 4 Number of Consistency Errors: 0 Number of Format Errors: 1 Issue Log: Error: The value, "45", for the subsection, "COLUMN_TEMPERATURE", in the "CHROMATOGRAPHY" section should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['°C', 'C']. Ignore this when more complicated descriptions are required. Error: Unknown or invalid section, "FACTORS". Warning: The "KEGG identifiers" column at position 2 in the METABOLITES table, matches a standard column name, "kegg_id". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "KEGG identifiers" column at position 2 in the METABOLITES table, matches a standard column name, "identifier". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "KEGG identifiers" column at position 2 in the METABOLITES table, matches a standard column name, "identifier", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 0 C00095 1 C00794 2 C00031 3 C00022 4 C00186 5 C00049 6 C00041 7 C00417 8 C00149 9 C00025 10 C00065 11 C00026 12 C00334 13 C00042 14 C00122 15 C00106 16 C00062 17 C00158 Warning: The column, "KEGG identifiers", in the METABOLITES table was matched to multiple standard names, ['kegg_id', 'identifier']. This is a good indication that the values in that column should be split into the appropriate individual columns.