Validation Log 2026-05-03 08:03:02.956823 mwtab Python Library Version: 2.1.1 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN007958/mwtab/json Study ID: ST004709 Analysis ID: AN007958 File format: json Status: Contains Validation Issues Number of Issues: 11 Number of Warnings: 9 Number of Value Errors: 11 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "0.3mL/min", in ["CHROMATOGRAPHY"]["FLOW_RATE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['mL/min', 'uL/min', 'μL/min']. Ignore this when more complicated descriptions are required. Error: The value, "40°C", in ["CHROMATOGRAPHY"]["COLUMN_TEMPERATURE"] 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. Warning: The "m/z_RT" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "moverz_quant". 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 "Exact mass" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "mass". 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 "Standardized name" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "name". 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 "REFMET_ID" column at position 15 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "refmet". 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 "REFMET_ID" column at position 15 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "refmet", 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 RM0154012 1 RM0154013 2 RM0075520 3 RM0075521 4 RM0153848 5 RM0153934 7 RM0153850 8 RM0153915 9 RM0154158 10 RM0075522 11 RM0154010 12 RM0154165 13 RM0154154 14 RM0154125 16 RM0154159 18 RM0153896 19 RM0154209 20 RM0154175 21 RM0153788 22 RM0154066 23 RM0154068 36 RM0000436 60 RM0019570 63 RM0124692 64 RM0123241 65 RM0123240 66 RM0134187 67 RM0002510 68 RM0135506 69 RM0135485 70 RM0135485 71 RM0135486 72 RM0135486 73 RM0122213 74 RM0135487 75 RM0135487 76 RM0030230 77 RM0135488 78 RM0138865 80 RM0135489 81 RM0134169 82 RM0134169 83 RM0134174 84 RM0026509 85 RM0124820 86 RM0138864 87 RM0040717 88 RM0040717 89 RM0135502 90 RM0135502 91 RM0135504 92 RM0135504 93 RM0135505 94 RM0185100 95 RM0123337 96 RM0184951 98 RM0121957 99 RM0124820 100 RM0135530 102 RM0123219 103 RM0122926 104 RM0122663 105 RM0121144 106 RM0134185 107 RM0174911 108 RM0021459 110 RM0122213 111 RM0122213 112 RM0122213 113 RM0185059 114 RM0161666 115 RM0030568 116 RM0030570 117 RM0161702 118 RM0026509 119 RM0124820 120 RM0185095 121 RM0185011 122 RM0185097 123 RM0185100 126 RM0047928 127 RM0124944 128 RM0135523 129 RM0135523 130 RM0135526 131 RM0135526 132 RM0122213 133 RM0122213 134 RM0135527 135 RM0135527 136 RM0118747 137 RM0118747 138 RM0135528 139 RM0046482 140 RM0046482 141 RM0121957 142 RM0184949 144 RM0135524 145 RM0041332 146 RM0124820 147 RM0124820 148 RM0184951 149 RM0184951 150 RM0161609 151 RM0185006 153 RM0185009 154 RM0185009 155 RM0185011 157 RM0030576 158 RM0013442 159 RM0135530 160 RM0124811 161 RM0041299 164 RM0134184 165 RM0134182 166 RM0134187 167 RM0134187 168 RM0026509 174 RM0029299 176 RM0016397 177 RM0138480 179 RM0017059 180 RM0125897 183 RM0138857 184 RM0138857 185 RM0135422 186 RM0188132 187 RM0135424 188 RM0135423 193 RM0174243 195 RM0174269 196 RM0134350 197 RM0134350 198 RM0034278 201 RM0134377 202 RM0033544 204 RM0134343 205 RM0174367 206 RM0034254 209 RM0174483 210 RM0174489 211 RM0000657 212 RM0134394 216 RM0163332 220 RM0034090 221 RM0076483 223 RM0035663 224 RM0035663 226 RM0174579 228 RM0035323 245 RM0138787 250 RM0034126 251 RM0077367 252 RM0077367 254 RM0134367 256 RM0076027 259 RM0171324 263 RM0035976 266 RM0035433 267 RM0034957 268 RM0034967 269 RM0034174 270 RM0033887 271 RM0034072 272 RM0163305 273 RM0035002 276 RM0008753 277 RM0013838 278 RM0042554 279 RM0037843 281 RM0068622 282 RM0028080 295 RM0039745 296 RM0041953 297 RM0041710 298 RM0039819 301 RM0041439 302 RM0063426 303 RM0125196 304 RM0022842 306 RM0026928 307 RM0000839 308 RM0039933 311 RM0024906 313 RM0000788 314 RM0040239 317 RM0042111 321 RM0122569 323 RM0025059 324 RM0042382 328 RM0006798 332 RM0042280 335 RM0025209 336 RM0025210 338 RM0039559 339 RM0038639 341 RM0025472 346 RM0025560 348 RM0019495 349 RM0025595 352 RM0025647 353 RM0025670 354 RM0025750 355 RM0025751 356 RM0025874 357 RM0025874 359 RM0041762 360 RM0041365 370 RM0185624 371 RM0185625 372 RM0185632 377 RM0134480 378 RM0097688 379 RM0097688 380 RM0135070 381 RM0017309 382 RM0134475 383 RM0134475 384 RM0133233 385 RM0048603 386 RM0096741 387 RM0096741 389 RM0134474 391 RM0134477 392 RM0106163 394 RM0106163 395 RM0135072 396 RM0042845 397 RM0042845 398 RM0133231 399 RM0048598 400 RM0048598 402 RM0133229 403 RM0134471 405 RM0134490 406 RM0048604 407 RM0134472 408 RM0048599 409 RM0104271 411 RM0134469 412 RM0048636 414 RM0106165 416 RM0134473 421 RM0134493 422 RM0134493 423 RM0134493 424 RM0097691 427 RM0134468 428 RM0017276 430 RM0133223 431 RM0133223 432 RM0133225 434 RM0182085 435 RM0134455 437 RM0012772 438 RM0012772 439 RM0134416 440 RM0134420 461 RM0052138 472 RM0055077 476 RM0010761 487 RM0134743 523 RM0098765 527 RM0044083 539 RM0098729 550 RM0134735 555 RM0186419 568 RM0134707 574 RM0003050 581 RM0134400 582 RM0134400 583 RM0075519 584 RM0075519 585 RM0075519 586 RM0075520 587 RM0075521 588 RM0007348 589 RM0174889 590 RM0174889 591 RM0001355 592 RM0000657 593 RM0134394 594 RM0076472 595 RM0074301 596 RM0161496 597 RM0134402 598 RM0075522 599 RM0087112 601 RM0076483 602 RM0075489 603 RM0075489 606 RM0174907 607 RM0174907 608 RM0174907 609 RM0174907 610 RM0174908 611 RM0174908 612 RM0174908 613 RM0174908 616 RM0174910 617 RM0048693 618 RM0174911 619 RM0174911 620 RM0048694 621 RM0174912 622 RM0048695 623 RM0161652 624 RM0170592 625 RM0103948 649 RM0182015 650 RM0171183 651 RM0041657 652 RM0180992 662 RM0000630 663 RM0171196 664 RM0181071 665 RM0171195 666 RM0010905 671 RM0051707 672 RM0098329 673 RM0000427 674 RM0050482 675 RM0104110 676 RM0025144 677 RM0171098 678 RM0171056 679 RM0134830 680 RM0053359 683 RM0103485 684 RM0171100 685 RM0036972 686 RM0008963 687 RM0041775 688 RM0001076 690 RM0051741 691 RM0051748 694 RM0024141 696 RM0171094 697 RM0025585 698 RM0103999 699 RM0001080 700 RM0025431 701 RM0181295 702 RM0043761 703 RM0036783 704 RM0090021 705 RM0171199 706 RM0171221 707 RM0000920 708 RM0134946 709 RM0025394 710 RM0181338 711 RM0134875 712 RM0134875 714 RM0052323 716 RM0090053 717 RM0090053 718 RM0171082 719 RM0000028 720 RM0000028 721 RM0171147 722 RM0051842 723 RM0051852 724 RM0051852 725 RM0051854 726 RM0134904 727 RM0134703 728 RM0025532 731 RM0008850 732 RM0098730 733 RM0024685 734 RM0134888 735 RM0000029 736 RM0171097 737 RM0024946 738 RM0181426 739 RM0000546 740 RM0025464 741 RM0025464 746 RM0025586 747 RM0025586 748 RM0025218 749 RM0025535 750 RM0000059 752 RM0025699 754 RM0134707 755 RM0181132 756 RM0181285 757 RM0104145 759 RM0181475 765 RM0001276 766 RM0171160 767 RM0102688 768 RM0025515 769 RM0000097 770 RM0000107 771 RM0134931 774 RM0010990 775 RM0000145 776 RM0000185 777 RM0000619 782 RM0000942 783 RM0000942 784 RM0001100 785 RM0000181 787 RM0000954 791 RM0171080 792 RM0171080 793 RM0171159 794 RM0091769 795 RM0000194 796 RM0000194 797 RM0024909 800 RM0095701 802 RM0181632 806 RM0181107 808 RM0181006 809 RM0181023 811 RM0181108 812 RM0025231 813 RM0000036 814 RM0008630 815 RM0089957 816 RM0000391 817 RM0052138 818 RM0171092 825 RM0181121 827 RM0134809 831 RM0103751 833 RM0103945 835 RM0180971 836 RM0001659 839 RM0180959 844 RM0181029 845 RM0181122 846 RM0003102 850 RM0181027 851 RM0181030 858 RM0181954 861 RM0181013 865 RM0025459 869 RM0090089 870 RM0134841 872 RM0000871 874 RM0010728 876 RM0181717 877 RM0025463 878 RM0134816 879 RM0134827 880 RM0000652 881 RM0000877 882 RM0025460 883 RM0182543 884 RM0105608 885 RM0097853 886 RM0134818 887 RM0010754 888 RM0052208 889 RM0010761 890 RM0134821 891 RM0001276 892 RM0090133 893 RM0052182 894 RM0101923 895 RM0134865 896 RM0134880 897 RM0134900 898 RM0134820 899 RM0010755 900 RM0009045 901 RM0097851 902 RM0097851 903 RM0134825 904 RM0171096 905 RM0052210 906 RM0000570 907 RM0103751 908 RM0051621 909 RM0134924 910 RM0008850 911 RM0134893 912 RM0104182 913 RM0171051 914 RM0098366 916 RM0098364 917 RM0134848 918 RM0134847 919 RM0134822 920 RM0024248 921 RM0134817 922 RM0134824 923 RM0171053 925 RM0171090 926 RM0171090 927 RM0103430 928 RM0052224 929 RM0052224 930 RM0134953 931 RM0012691 932 RM0000567 933 RM0000567 934 RM0000571 935 RM0052251 936 RM0001016 937 RM0134849 938 RM0003050 939 RM0000569 940 RM0171089 941 RM0171089 942 RM0134912 943 RM0171052 944 RM0000436 945 RM0000436 946 RM0090187 947 RM0090187 948 RM0090187 949 RM0134859 950 RM0024250 951 RM0134852 952 RM0025614 953 RM0000572 954 RM0000557 955 RM0011224 956 RM0103450 995 RM0054866 1010 RM0001120 1027 RM0011679 1028 RM0011679 1029 RM0055039 1030 RM0055077 1033 RM0055020 1038 RM0001864 1040 RM0134725 1041 RM0011470 1042 RM0044209 1043 RM0134803 1044 RM0044209 1045 RM0001466 1046 RM0001466 1047 RM0001598 1050 RM0055036 1056 RM0134760 1057 RM0134762 1058 RM0017415 1059 RM0017416 1060 RM0134765 1061 RM0055203 1062 RM0092661 1063 RM0134804 1064 RM0001899 1065 RM0001899 1066 RM0182543 1067 RM0001251 1069 RM0134798 1070 RM0134798 1071 RM0008686 1073 RM0024389 1074 RM0054526 1075 RM0001195 1077 RM0055255 1079 RM0098765 1080 RM0028162 1081 RM0098912 1082 RM0008623 1084 RM0097463 1085 RM0007057 1086 RM0007057 1088 RM0102629 1089 RM0001934 1092 RM0011528 1093 RM0135074 1095 RM0001619 1096 RM0011551 1098 RM0043840 1100 RM0044083 1102 RM0054335 1103 RM0054335 1109 RM0134731 1110 RM0134766 1111 RM0092659 1112 RM0017454 1113 RM0134767 1114 RM0092655 1115 RM0092660 1116 RM0134757 1117 RM0011593 1118 RM0001976 1119 RM0043843 1120 RM0001979 1121 RM0054636 1124 RM0008857 1125 RM0054662 1126 RM0054678 1127 RM0008681 1128 RM0055074 1129 RM0008915 1130 RM0017417 1131 RM0008680 1132 RM0136066 1133 RM0008718 1134 RM0008850 1135 RM0008639 1136 RM0001467 1138 RM0001146 1139 RM0054684 1143 RM0008850 1144 RM0055036 1145 RM0008685 1146 RM0056064 1147 RM0001182 1148 RM0011565 1149 RM0002097 1151 RM0001966 1152 RM0102658 1154 RM0104586 1155 RM0028411 1156 RM0103853 1157 RM0003096 1158 RM0098943 1162 RM0104573 1163 RM0044057 1164 RM0182777 1168 RM0182782 1174 RM0001589 1179 RM0055405 1180 RM0008686 1181 RM0055418 1182 RM0043761 1183 RM0043761 1184 RM0001610 1185 RM0002131 1190 RM0008691 1191 RM0171111 1192 RM0134807 1193 RM0044368 1194 RM0002151 1195 RM0002151 1196 RM0054822 1199 RM0054843 1200 RM0054843 1201 RM0090088 1202 RM0104576 1203 RM0134787 1204 RM0134787 1205 RM0099293 1206 RM0001592 1207 RM0054866 1210 RM0044346 1211 RM0044346 1212 RM0001231 1231 RM0011586 1233 RM0002194 1234 RM0028544 1238 RM0134793 1240 RM0055709 1241 RM0001981 1242 RM0043778 1246 RM0134729 1251 RM0182988 1257 RM0182542 1263 RM0001477 1264 RM0001237 1275 RM0182543 1305 RM0006964 1309 RM0104608 1315 RM0134693 1318 RM0001312 1319 RM0098950 1320 RM0002380 1321 RM0002493 1324 RM0090010 1326 RM0001659 1327 RM0001245 1328 RM0134697 1329 RM0001239 1330 RM0055038 1331 RM0135941 1332 RM0040427 1333 RM0001195 1334 RM0001195 1335 RM0001444 1337 RM0029366 1338 RM0055035 1339 RM0044082 1340 RM0055041 1341 RM0055031 1342 RM0055036 1343 RM0055036 1344 RM0055039 1345 RM0055020 1346 RM0134740 1347 RM0043238 1348 RM0002932 1349 RM0002932 1351 RM0002938 1352 RM0002938 1353 RM0055076 1354 RM0055076 1355 RM0010729 1356 RM0055074 1357 RM0055074 1359 RM0029367 1360 RM0134702 1362 RM0002933 1363 RM0002933 1364 RM0002933 1365 RM0002934 1366 RM0134744 1367 RM0134744 1368 RM0017417 1369 RM0134741 1370 RM0008898 1371 RM0008898 1372 RM0001619 1373 RM0008899 1374 RM0134746 1375 RM0055077 1376 RM0055054 1377 RM0134742 1378 RM0001432 1379 RM0001432 1380 RM0055059 1381 RM0002926 1382 RM0002926 1383 RM0002935 1385 RM0134809 1387 RM0001276 1388 RM0001276 1391 RM0007217 1392 RM0007217 1394 RM0001659 1395 RM0001442 1396 RM0098699 1397 RM0134743 1398 RM0134795 1400 RM0134745 1401 RM0134745 1402 RM0098698 1403 RM0098698 1404 RM0134790 1405 RM0134734 1406 RM0134796 1407 RM0134796 1408 RM0098710 1409 RM0098729 1413 RM0009045 1414 RM0001246 1415 RM0098730 1416 RM0002936 1417 RM0002936 1418 RM0001292 1419 RM0001292 1421 RM0001441 1424 RM0134734 1425 RM0134703 1426 RM0134704 1427 RM0055072 1428 RM0134791 1429 RM0134791 1432 RM0134735 1433 RM0134735 1434 RM0098765 1435 RM0043922 1437 RM0044083 1438 RM0055081 1439 RM0055081 1441 RM0001446 1443 RM0001408 1444 RM0107508 1445 RM0107508 1446 RM0003111 1447 RM0001618 1448 RM0001618 1449 RM0024685 1450 RM0055116 1451 RM0055117 1452 RM0134707 1453 RM0134707 1454 RM0003050 1455 RM0003050 1456 RM0183067 1457 RM0003102 1458 RM0001553 1459 RM0098168 1460 RM0001389 1461 RM0001393 1462 RM0183089 1463 RM0001571 1464 RM0183090 1465 RM0183091 1499 RM0097814 1500 RM0097814 1501 RM0009285 1502 RM0134564 1503 RM0030872 1504 RM0008632 1505 RM0008632 1506 RM0008632 1507 RM0013159 1508 RM0031021 1512 RM0134659 1514 RM0134561 1515 RM0012150 1517 RM0012152 1518 RM0008012 1519 RM0091562 1520 RM0097777 1521 RM0025922 1524 RM0060473 1525 RM0134148 1526 RM0186401 1527 RM0010428 1529 RM0134535 1530 RM0013485 1534 RM0013486 1535 RM0013486 1536 RM0107689 1537 RM0056250 1538 RM0013710 1539 RM0158572 1542 RM0184021 1543 RM0106433 1545 RM0057160 1547 RM0056603 1548 RM0134523 1549 RM0098374 1559 RM0134658 1560 RM0057919 1561 RM0057921 1562 RM0135091 1563 RM0135091 1564 RM0134659 1565 RM0058078 1566 RM0134658 1567 RM0105646 1568 RM0105646 1571 RM0091562 1585 RM0058649 1586 RM0186152 1587 RM0059951 1588 RM0060443 1590 RM0135555 1591 RM0186196 1593 RM0059526 1594 RM0059028 1595 RM0138773 1596 RM0186201 1597 RM0138771 1598 RM0135551 1599 RM0121984 1600 RM0120997 1601 RM0059197 1602 RM0059195 1603 RM0037152 1605 RM0134143 1606 RM0121888 1608 RM0122351 1610 RM0186262 1611 RM0029299 1612 RM0059990 1613 RM0134099 1614 RM0134101 1615 RM0119088 1616 RM0138770 1617 RM0059100 1618 RM0134157 1619 RM0059717 1620 RM0134105 1621 RM0134106 1622 RM0059465 1623 RM0014300 1624 RM0058918 1625 RM0060031 1626 RM0134108 1627 RM0134156 1628 RM0122625 1629 RM0134109 1630 RM0059684 1631 RM0059679 1632 RM0134159 1633 RM0134113 1634 RM0134131 1635 RM0009627 1636 RM0122224 1637 RM0026422 1638 RM0026266 1639 RM0120310 1640 RM0186392 1641 RM0120902 1642 RM0060309 1643 RM0121070 1644 RM0186415 1645 RM0162156 1646 RM0122809 1647 RM0186419 1671 RM0118993 1672 RM0038958 1673 RM0121660 1674 RM0120830 1675 RM0159233 1676 RM0159234 1677 RM0027925 1678 RM0119017 1679 RM0118786 1680 RM0119019 1681 RM0119020 1682 RM0159420 1683 RM0011069 1684 RM0032339 1685 RM0119024 1686 RM0038941 1687 RM0159428 1688 RM0118980 1702 RM0162665 1708 RM0175159 1709 RM0062071 1710 RM0110725 1717 RM0135034 1718 RM0063786 1721 RM0069462 1722 RM0062023 1723 RM0135025 1724 RM0135025 1725 RM0003411 1727 RM0003411 1728 RM0097882 1729 RM0134321 1730 RM0016235 1731 RM0016235 1732 RM0112319 1733 RM0134322 1734 RM0134340 1735 RM0068021 1736 RM0068008 1746 RM0088271 1752 RM0005825 1754 RM0134320 1755 RM0112573 1756 RM0112573 1757 RM0068015 1758 RM0087242 1759 RM0087242 1760 RM0026597 1761 RM0158833 1762 RM0113043 1763 RM0134235 1766 RM0134295 1767 RM0110832 1768 RM0027016 1769 RM0163259 1770 RM0138783 1771 RM0138783 1783 RM0022831 1788 RM0176776 1793 RM0163305 1813 RM0065478 1838 RM0097902 1846 RM0177184 1860 RM0070211 1861 RM0107298 1876 RM0067778 1880 RM0177328 1904 RM0177663 1917 RM0114143 1920 RM0022557 1921 RM0134217 1923 RM0106628 1925 RM0134250 1929 RM0117538 1932 RM0116757 1933 RM0138778 1934 RM0134227 1936 RM0134230 1941 RM0062103 1942 RM0020624 1945 RM0134219 1947 RM0117420 1954 RM0134218 1955 RM0134236 1956 RM0134235 1957 RM0062063 1958 RM0134234 1959 RM0024990 1960 RM0024990 1961 RM0134213 1962 RM0024959 1963 RM0016727 1967 RM0115121 1968 RM0138779 1969 RM0134241 1970 RM0134240 1971 RM0134239 1972 RM0022829 1974 RM0134275 1975 RM0134245 1976 RM0134244 1977 RM0134244 1978 RM0134333 1982 RM0027895 1983 RM0015158 1984 RM0178034 1997 RM0174172 Warning: The "Super class" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "class". 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 "Main class" column at position 7 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "class". 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 "Sub class" column at position 8 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "class". 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 "Pubchem CID" column at position 9 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "pubchem_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.