Current task: —

E-016b-v3-rootcause.py

Experiments: E-016b · script updated 08-18-2026

E-016b-v3-rootcause.csv — 331.5 KB, updated 08-18-2026

← prev page 4 of 12 · 500/page · 5600 rows next →
# seriesvariantayresidresid_shifted
1502 resid notail 4.0 30.100000 1.0207555989e-01 -5.6414389502e-02
1503 resid notail 4.0 30.200000 1.0227258966e-01 -5.6217359735e-02
1504 resid notail 4.0 30.300000 1.0247006401e-01 -5.6019885386e-02
1505 resid notail 4.0 30.400000 1.0266797832e-01 -5.5821971071e-02
1506 resid notail 4.0 30.500000 1.0286632805e-01 -5.5623621349e-02
1507 resid notail 4.0 30.600000 1.0306510867e-01 -5.5424840719e-02
1508 resid notail 4.0 30.700000 1.0326431577e-01 -5.5225633623e-02
1509 resid notail 4.0 30.800000 1.0346394495e-01 -5.5026004446e-02
1510 resid notail 4.0 30.900000 1.0366399188e-01 -5.4825957515e-02
1511 resid notail 4.0 31.000000 1.0386445229e-01 -5.4625497103e-02
1512 resid notail 4.0 31.100000 1.0406532196e-01 -5.4424627431e-02
1513 resid notail 4.0 31.200000 1.0426659673e-01 -5.4223352662e-02
1514 resid notail 4.0 31.300000 1.0446827248e-01 -5.4021676912e-02
1515 resid notail 4.0 31.400000 1.0467034515e-01 -5.3819604240e-02
1516 resid notail 4.0 31.500000 1.0487281074e-01 -5.3617138657e-02
1517 resid notail 4.0 31.600000 1.0507566527e-01 -5.3414284124e-02
1518 resid notail 4.0 31.700000 1.0527890484e-01 -5.3211044551e-02
1519 resid notail 4.0 31.800000 1.0548252559e-01 -5.3007423802e-02
1520 resid notail 4.0 31.900000 1.0568652370e-01 -5.2803425691e-02
1521 resid notail 4.0 32.000000 1.0589089541e-01 -5.2599053986e-02
1522 resid notail 4.0 32.100000 1.0609563699e-01 -5.2394312408e-02
1523 resid notail 4.0 32.200000 1.0630074476e-01 -5.2189204633e-02
1524 resid notail 4.0 32.300000 1.0650621510e-01 -5.1983734293e-02
1525 resid notail 4.0 32.400000 1.0671204442e-01 -5.1777904975e-02
1526 resid notail 4.0 32.500000 1.0691822917e-01 -5.1571720221e-02
1527 resid notail 4.0 32.600000 1.0712476586e-01 -5.1365183533e-02
1528 resid notail 4.0 32.700000 1.0733165103e-01 -5.1158298368e-02
1529 resid notail 4.0 32.800000 1.0753888125e-01 -5.0951068145e-02
1530 resid notail 4.0 32.900000 1.0774645316e-01 -5.0743496238e-02
1531 resid notail 4.0 33.000000 1.0795436341e-01 -5.0535585984e-02
1532 resid notail 4.0 33.100000 1.0816260871e-01 -5.0327340680e-02
1533 resid notail 4.0 33.200000 1.0837118581e-01 -5.0118763581e-02
1534 resid notail 4.0 33.300000 1.0858009149e-01 -4.9909857906e-02
1535 resid notail 4.0 33.400000 1.0878932256e-01 -4.9700626837e-02
1536 resid notail 4.0 33.500000 1.0899887588e-01 -4.9491073516e-02
1537 resid notail 4.0 33.600000 1.0920874834e-01 -4.9281201050e-02
1538 resid notail 4.0 33.700000 1.0941893688e-01 -4.9071012510e-02
1539 resid notail 4.0 33.800000 1.0962943846e-01 -4.8860510929e-02
1540 resid notail 4.0 33.900000 1.0984025009e-01 -4.8649699308e-02
1541 resid notail 4.0 34.000000 1.1005136878e-01 -4.8438580611e-02
1542 resid notail 4.0 34.100000 1.1026279163e-01 -4.8227157768e-02
1543 resid notail 4.0 34.200000 1.1047451572e-01 -4.8015433678e-02
1544 resid notail 4.0 34.300000 1.1068653819e-01 -4.7803411202e-02
1545 resid notail 4.0 34.400000 1.1089885622e-01 -4.7591093173e-02
1546 resid notail 4.0 34.500000 1.1111146700e-01 -4.7378482390e-02
1547 resid notail 4.0 34.600000 1.1132436777e-01 -4.7165581619e-02
1548 resid notail 4.0 34.700000 1.1153755580e-01 -4.6952393597e-02
1549 resid notail 4.0 34.800000 1.1175102837e-01 -4.6738921028e-02
1550 resid notail 4.0 34.900000 1.1196478281e-01 -4.6525166588e-02
1551 resid notail 4.0 35.000000 1.1217881647e-01 -4.6311132920e-02
1552 resid notail 4.0 35.100000 1.1239312675e-01 -4.6096822640e-02
1553 resid notail 4.0 35.200000 1.1260771106e-01 -4.5882238333e-02
1554 resid notail 4.0 35.300000 1.1282256684e-01 -4.5667382558e-02
1555 resid notail 4.0 35.400000 1.1303769155e-01 -4.5452257844e-02
1556 resid notail 4.0 35.500000 1.1325308270e-01 -4.5236866690e-02
1557 resid notail 4.0 35.600000 1.1346873782e-01 -4.5021211571e-02
1558 resid notail 4.0 35.700000 1.1368465446e-01 -4.4805294934e-02
1559 resid notail 4.0 35.800000 1.1390083020e-01 -4.4589119198e-02
1560 resid notail 4.0 35.900000 1.1411726264e-01 -4.4372686756e-02
1561 resid notail 4.0 36.000000 1.1433394942e-01 -4.4155999976e-02
1562 resid notail 4.0 36.100000 1.1455088819e-01 -4.3939061200e-02
1563 resid notail 4.0 36.200000 1.1476807665e-01 -4.3721872743e-02
1564 resid notail 4.0 36.300000 1.1498551250e-01 -4.3504436897e-02
1565 resid notail 4.0 36.400000 1.1520319346e-01 -4.3286755930e-02
1566 resid notail 4.0 36.500000 1.1542111731e-01 -4.3068832083e-02
1567 resid notail 4.0 36.600000 1.1563928182e-01 -4.2850667575e-02
1568 resid notail 4.0 36.700000 1.1585768479e-01 -4.2632264601e-02
1569 resid notail 4.0 36.800000 1.1607632406e-01 -4.2413625334e-02
1570 resid notail 4.0 36.900000 1.1629519747e-01 -4.2194751921e-02
1571 resid notail 4.0 37.000000 1.1651430290e-01 -4.1975646489e-02
1572 resid notail 4.0 37.100000 1.1673363825e-01 -4.1756311142e-02
1573 resid notail 4.0 37.200000 1.1695320143e-01 -4.1536747961e-02
1574 resid notail 4.0 37.300000 1.1717299039e-01 -4.1316959005e-02
1575 resid notail 4.0 37.400000 1.1739300308e-01 -4.1096946314e-02
1576 resid notail 4.0 37.500000 1.1761323749e-01 -4.0876711905e-02
1577 resid notail 4.0 37.600000 1.1783369162e-01 -4.0656257774e-02
1578 resid notail 4.0 37.700000 1.1805436350e-01 -4.0435585897e-02
1579 resid notail 4.0 37.800000 1.1827525117e-01 -4.0214698228e-02
1580 resid notail 4.0 37.900000 1.1849635269e-01 -3.9993596704e-02
1581 resid notail 4.0 38.000000 1.1871766615e-01 -3.9772283239e-02
1582 resid notail 4.0 38.100000 1.1893918966e-01 -3.9550759730e-02
1583 resid notail 4.0 38.200000 1.1916092134e-01 -3.9329028052e-02
1584 resid notail 4.0 38.300000 1.1938285933e-01 -3.9107090065e-02
1585 resid notail 4.0 38.400000 1.1960500179e-01 -3.8884947605e-02
1586 resid notail 4.0 38.500000 1.1982734690e-01 -3.8662602493e-02
1587 resid notail 4.0 38.600000 1.2004989286e-01 -3.8440056532e-02
1588 resid notail 4.0 38.700000 1.2027263789e-01 -3.8217311504e-02
1589 resid notail 4.0 38.800000 1.2049558022e-01 -3.7994369175e-02
1590 resid notail 4.0 38.900000 1.2071871810e-01 -3.7771231294e-02
1591 resid notail 4.0 39.000000 1.2094204980e-01 -3.7547899591e-02
1592 resid notail 4.0 39.100000 1.2116557361e-01 -3.7324375780e-02
1593 resid notail 4.0 39.200000 1.2138928784e-01 -3.7100661558e-02
1594 resid notail 4.0 39.300000 1.2161319079e-01 -3.6876758604e-02
1595 resid notail 4.0 39.400000 1.2183728081e-01 -3.6652668582e-02
1596 resid notail 4.0 39.500000 1.2206155626e-01 -3.6428393139e-02
1597 resid notail 4.0 39.600000 1.2228601549e-01 -3.6203933905e-02
1598 resid notail 4.0 39.700000 1.2251065690e-01 -3.5979292497e-02
1599 resid notail 4.0 39.800000 1.2273547888e-01 -3.5754470512e-02
1600 resid notail 4.0 39.900000 1.2296047986e-01 -3.5529469534e-02
1601 resid notail 4.0 40.000000 1.2318565826e-01 -3.5304291133e-02
1602 resid base+pair 4.0 0.100000 2.4275614176e-04 1.3863937342e+00
1603 resid base+pair 4.0 0.200000 4.3152059332e-04 1.3865824986e+00
1604 resid base+pair 4.0 0.300000 5.6629333078e-04 1.3867172714e+00
1605 resid base+pair 4.0 0.400000 6.4707435431e-04 1.3867980524e+00
1606 resid base+pair 4.0 0.500000 6.7386368798e-04 1.3868248417e+00
1607 resid base+pair 4.0 0.600000 6.4666137988e-04 1.3867976394e+00
1608 resid base+pair 4.0 0.700000 5.6546750199e-04 1.3867164455e+00
1609 resid base+pair 4.0 0.800000 4.3028215027e-04 1.3865812602e+00
1610 resid base+pair 4.0 0.900000 2.4110544463e-04 1.3863920835e+00
1611 resid base+pair 4.0 1.000000 -2.0624710451e-06 1.3861489156e+00
1612 resid base+pair 4.0 1.100000 -2.9922142895e-04 1.3858517566e+00
1613 resid base+pair 4.0 1.200000 -6.5037123729e-04 1.3855006068e+00
1614 resid base+pair 4.0 1.300000 -1.0555116804e-03 1.3850954663e+00
1615 resid base+pair 4.0 1.400000 -1.5146425185e-03 1.3846363355e+00
1616 resid base+pair 4.0 1.500000 -2.0277634880e-03 1.3841232145e+00
1617 resid base+pair 4.0 1.600000 -2.5948743013e-03 1.3835561037e+00
1618 resid base+pair 4.0 1.700000 -3.2159746469e-03 1.3829350034e+00
1619 resid base+pair 4.0 1.800000 -3.8910641893e-03 1.3822599138e+00
1620 resid base+pair 4.0 1.900000 -4.6201425690e-03 1.3815308355e+00
1621 resid base+pair 4.0 2.000000 -5.4032094027e-03 1.3807477686e+00
1622 resid base+pair 4.0 2.100000 -6.2402642831e-03 1.3799107137e+00
1623 resid base+pair 4.0 2.200000 -7.1313067788e-03 1.3790196712e+00
1624 resid base+pair 4.0 2.300000 -8.0763364347e-03 1.3780746416e+00
1625 resid base+pair 4.0 2.400000 -9.0753527715e-03 1.3770756253e+00
1626 resid base+pair 4.0 2.500000 -1.0128355286e-02 1.3760226227e+00
1627 resid base+pair 4.0 2.600000 -1.1235343452e-02 1.3749156346e+00
1628 resid base+pair 4.0 2.700000 -1.2396316717e-02 1.3737546613e+00
1629 resid base+pair 4.0 2.800000 -1.3611274507e-02 1.3725397035e+00
1630 resid base+pair 4.0 2.900000 -1.4880216223e-02 1.3712707618e+00
1631 resid base+pair 4.0 3.000000 -1.6203141242e-02 1.3699478368e+00
1632 resid base+pair 4.0 3.100000 -1.7580048918e-02 1.3685709291e+00
1633 resid base+pair 4.0 3.200000 -1.9010938579e-02 1.3671400394e+00
1634 resid base+pair 4.0 3.300000 -2.0495809531e-02 1.3656551685e+00
1635 resid base+pair 4.0 3.400000 -2.2034661056e-02 1.3641163170e+00
1636 resid base+pair 4.0 3.500000 -2.3627492411e-02 1.3625234856e+00
1637 resid base+pair 4.0 3.600000 -2.5274302829e-02 1.3608766752e+00
1638 resid base+pair 4.0 3.700000 -2.6975091521e-02 1.3591758865e+00
1639 resid base+pair 4.0 3.800000 -2.8729857671e-02 1.3574211204e+00
1640 resid base+pair 4.0 3.900000 -3.0538600442e-02 1.3556123776e+00
1641 resid base+pair 4.0 4.000000 -3.2401318972e-02 1.3537496591e+00
1642 resid base+pair 4.0 4.100000 -3.4318012375e-02 1.3518329656e+00
1643 resid base+pair 4.0 4.200000 -3.6288679740e-02 1.3498622983e+00
1644 resid base+pair 4.0 4.300000 -3.8313320133e-02 1.3478376579e+00
1645 resid base+pair 4.0 4.400000 -4.0391932598e-02 1.3457590454e+00
1646 resid base+pair 4.0 4.500000 -4.2524516152e-02 1.3436264619e+00
1647 resid base+pair 4.0 4.600000 -4.4711069789e-02 1.3414399082e+00
1648 resid base+pair 4.0 4.700000 -4.6951592480e-02 1.3391993855e+00
1649 resid base+pair 4.0 4.800000 -4.9246083172e-02 1.3369048949e+00
1650 resid base+pair 4.0 4.900000 -5.1594540787e-02 1.3345564372e+00
1651 resid base+pair 4.0 5.000000 -5.3996964224e-02 1.3321540138e+00
1652 resid base+pair 4.0 5.100000 -5.6453352358e-02 1.3296976257e+00
1653 resid base+pair 4.0 5.200000 -5.8963704039e-02 1.3271872740e+00
1654 resid base+pair 4.0 5.300000 -6.1528018095e-02 1.3246229599e+00
1655 resid base+pair 4.0 5.400000 -6.4146293329e-02 1.3220046847e+00
1656 resid base+pair 4.0 5.500000 -6.6818528520e-02 1.3193324495e+00
1657 resid base+pair 4.0 5.600000 -6.9544722424e-02 1.3166062556e+00
1658 resid base+pair 4.0 5.700000 -7.2324873771e-02 1.3138261043e+00
1659 resid base+pair 4.0 5.800000 -7.5158981271e-02 1.3109919968e+00
1660 resid base+pair 4.0 5.900000 -7.8047043605e-02 1.3081039344e+00
1661 resid base+pair 4.0 6.000000 -8.0989059435e-02 1.3051619186e+00
1662 resid base+pair 4.0 6.100000 -8.3985027395e-02 1.3021659506e+00
1663 resid base+pair 4.0 6.200000 -8.7034946099e-02 1.2991160319e+00
1664 resid base+pair 4.0 6.300000 -9.0138814134e-02 1.2960121639e+00
1665 resid base+pair 4.0 6.400000 -9.3296630065e-02 1.2928543480e+00
1666 resid base+pair 4.0 6.500000 -9.6508392432e-02 1.2896425856e+00
1667 resid base+pair 4.0 6.600000 -9.9774099752e-02 1.2863768783e+00
1668 resid base+pair 4.0 6.700000 -1.0309375052e-01 1.2830572275e+00
1669 resid base+pair 4.0 6.800000 -1.0646734320e-01 1.2796836348e+00
1670 resid base+pair 4.0 6.900000 -1.0989487624e-01 1.2762561018e+00
1671 resid base+pair 4.0 7.000000 -1.1337634806e-01 1.2727746300e+00
1672 resid base+pair 4.0 7.100000 -1.1691175705e-01 1.2692392210e+00
1673 resid base+pair 4.0 7.200000 -1.2050110160e-01 1.2656498764e+00
1674 resid base+pair 4.0 7.300000 -1.2414438005e-01 1.2620065980e+00
1675 resid base+pair 4.0 7.400000 -1.2784159073e-01 1.2583093873e+00
1676 resid base+pair 4.0 7.500000 -1.3159273194e-01 1.2545582461e+00
1677 resid base+pair 4.0 7.600000 -1.3539780195e-01 1.2507531761e+00
1678 resid base+pair 4.0 7.700000 -1.3925679903e-01 1.2468941790e+00
1679 resid base+pair 4.0 7.800000 -1.4316972139e-01 1.2429812566e+00
1680 resid base+pair 4.0 7.900000 -1.4713656726e-01 1.2390144108e+00
1681 resid base+pair 4.0 8.000000 -1.5115733481e-01 1.2349936432e+00
1682 resid base+pair 4.0 8.100000 -1.5523202220e-01 1.2309189558e+00
1683 resid base+pair 4.0 8.200000 -1.5936062756e-01 1.2267903505e+00
1684 resid base+pair 4.0 8.300000 -1.6354314901e-01 1.2226078290e+00
1685 resid base+pair 4.0 8.400000 -1.6777958464e-01 1.2183713934e+00
1686 resid base+pair 4.0 8.500000 -1.7206993250e-01 1.2140810455e+00
1687 resid base+pair 4.0 8.600000 -1.7641419065e-01 1.2097367874e+00
1688 resid base+pair 4.0 8.700000 -1.8081235709e-01 1.2053386209e+00
1689 resid base+pair 4.0 8.800000 -1.8526442981e-01 1.2008865482e+00
1690 resid base+pair 4.0 8.900000 -1.8977040680e-01 1.1963805712e+00
1691 resid base+pair 4.0 9.000000 -1.9433028598e-01 1.1918206920e+00
1692 resid base+pair 4.0 9.100000 -1.9894406529e-01 1.1872069127e+00
1693 resid base+pair 4.0 9.200000 -2.0361174262e-01 1.1825392354e+00
1694 resid base+pair 4.0 9.300000 -2.0833331584e-01 1.1778176622e+00
1695 resid base+pair 4.0 9.400000 -2.1310878280e-01 1.1730421952e+00
1696 resid base+pair 4.0 9.500000 -2.1793814133e-01 1.1682128367e+00
1697 resid base+pair 4.0 9.600000 -2.2282138924e-01 1.1633295888e+00
1698 resid base+pair 4.0 9.700000 -2.2775852429e-01 1.1583924537e+00
1699 resid base+pair 4.0 9.800000 -2.3274954425e-01 1.1534014338e+00
1700 resid base+pair 4.0 9.900000 -2.3779444685e-01 1.1483565312e+00
1701 resid base+pair 4.0 10.000000 -2.4289322979e-01 1.1432577482e+00
1702 resid base+pair 4.0 10.100000 -2.4804589075e-01 1.1381050873e+00
1703 resid base+pair 4.0 10.200000 -2.5325242741e-01 1.1328985506e+00
1704 resid base+pair 4.0 10.300000 -2.5851283739e-01 1.1276381406e+00
1705 resid base+pair 4.0 10.400000 -2.6382711830e-01 1.1223238597e+00
1706 resid base+pair 4.0 10.500000 -2.6919526774e-01 1.1169557103e+00
1707 resid base+pair 4.0 10.600000 -2.7461728327e-01 1.1115336948e+00
1708 resid base+pair 4.0 10.700000 -2.8009316243e-01 1.1060578156e+00
1709 resid base+pair 4.0 10.800000 -2.8562290273e-01 1.1005280753e+00
1710 resid base+pair 4.0 10.900000 -2.9120650169e-01 1.0949444763e+00
1711 resid base+pair 4.0 11.000000 -2.9684395675e-01 1.0893070213e+00
1712 resid base+pair 4.0 11.100000 -3.0253526537e-01 1.0836157127e+00
1713 resid base+pair 4.0 11.200000 -3.0828042498e-01 1.0778705530e+00
1714 resid base+pair 4.0 11.300000 -3.1407943297e-01 1.0720715451e+00
1715 resid base+pair 4.0 11.400000 -3.1993228672e-01 1.0662186913e+00
1716 resid base+pair 4.0 11.500000 -3.2583898357e-01 1.0603119945e+00
1717 resid base+pair 4.0 11.600000 -3.3179952087e-01 1.0543514572e+00
1718 resid base+pair 4.0 11.700000 -3.3781389590e-01 1.0483370821e+00
1719 resid base+pair 4.0 11.800000 -3.4388210596e-01 1.0422688721e+00
1720 resid base+pair 4.0 11.900000 -3.5000414830e-01 1.0361468297e+00
1721 resid base+pair 4.0 12.000000 -3.5618002016e-01 1.0299709579e+00
1722 resid base+pair 4.0 12.100000 -3.6240971874e-01 1.0237412593e+00
1723 resid base+pair 4.0 12.200000 -3.6869324123e-01 1.0174577368e+00
1724 resid base+pair 4.0 12.300000 -3.7503058479e-01 1.0111203932e+00
1725 resid base+pair 4.0 12.400000 -3.8142174657e-01 1.0047292315e+00
1726 resid base+pair 4.0 12.500000 -3.8786672368e-01 9.9828425435e-01
1727 resid base+pair 4.0 12.600000 -3.9436551321e-01 9.9178546482e-01
1728 resid base+pair 4.0 12.700000 -4.0091811222e-01 9.8523286580e-01
1729 resid base+pair 4.0 12.800000 -4.0752451778e-01 9.7862646025e-01
1730 resid base+pair 4.0 12.900000 -4.1418472688e-01 9.7196625114e-01
1731 resid base+pair 4.0 13.000000 -4.2089873655e-01 9.6525224148e-01
1732 resid base+pair 4.0 13.100000 -4.2766654373e-01 9.5848443429e-01
1733 resid base+pair 4.0 13.200000 -4.3448814540e-01 9.5166283262e-01
1734 resid base+pair 4.0 13.300000 -4.4136353847e-01 9.4478743955e-01
1735 resid base+pair 4.0 13.400000 -4.4829271985e-01 9.3785825817e-01
1736 resid base+pair 4.0 13.500000 -4.5527568642e-01 9.3087529161e-01
1737 resid base+pair 4.0 13.600000 -4.6231243503e-01 9.2383854299e-01
1738 resid base+pair 4.0 13.700000 -4.6940296252e-01 9.1674801550e-01
1739 resid base+pair 4.0 13.800000 -4.7654726570e-01 9.0960371232e-01
1740 resid base+pair 4.0 13.900000 -4.8374534135e-01 9.0240563667e-01
1741 resid base+pair 4.0 14.000000 -4.9099718624e-01 8.9515379179e-01
1742 resid base+pair 4.0 14.100000 -4.9830279710e-01 8.8784818093e-01
1743 resid base+pair 4.0 14.200000 -5.0566217065e-01 8.8048880738e-01
1744 resid base+pair 4.0 14.300000 -5.1307530357e-01 8.7307567445e-01
1745 resid base+pair 4.0 14.400000 -5.2054219255e-01 8.6560878547e-01
1746 resid base+pair 4.0 14.500000 -5.2806283423e-01 8.5808814380e-01
1747 resid base+pair 4.0 14.600000 -5.3563722521e-01 8.5051375281e-01
1748 resid base+pair 4.0 14.700000 -5.4326536212e-01 8.4288561591e-01
1749 resid base+pair 4.0 14.800000 -5.5094724150e-01 8.3520373652e-01
1750 resid base+pair 4.0 14.900000 -5.5868285993e-01 8.2746811809e-01
1751 resid base+pair 4.0 15.000000 -5.6647221393e-01 8.1967876410e-01
1752 resid base+pair 4.0 15.100000 -5.7431529999e-01 8.1183567803e-01
1753 resid base+pair 4.0 15.200000 -5.8221211460e-01 8.0393886342e-01
1754 resid base+pair 4.0 15.300000 -5.9016265423e-01 7.9598832380e-01
1755 resid base+pair 4.0 15.400000 -5.9816691529e-01 7.8798406273e-01
1756 resid base+pair 4.0 15.500000 -6.0622489421e-01 7.7992608381e-01
1757 resid base+pair 4.0 15.600000 -6.1433658737e-01 7.7181439066e-01
1758 resid base+pair 4.0 15.700000 -6.2250199113e-01 7.6364898690e-01
1759 resid base+pair 4.0 15.800000 -6.3072110183e-01 7.5542987620e-01
1760 resid base+pair 4.0 15.900000 -6.3899391579e-01 7.4715706224e-01
1761 resid base+pair 4.0 16.000000 -6.4732042930e-01 7.3883054872e-01
1762 resid base+pair 4.0 16.100000 -6.5570063864e-01 7.3045033938e-01
1763 resid base+pair 4.0 16.200000 -6.6413454005e-01 7.2201643797e-01
1764 resid base+pair 4.0 16.300000 -6.7262212975e-01 7.1352884827e-01
1765 resid base+pair 4.0 16.400000 -6.8116340395e-01 7.0498757408e-01
1766 resid base+pair 4.0 16.500000 -6.8975835881e-01 6.9639261921e-01
1767 resid base+pair 4.0 16.600000 -6.9840699050e-01 6.8774398752e-01
1768 resid base+pair 4.0 16.700000 -7.0710929514e-01 6.7904168288e-01
1769 resid base+pair 4.0 16.800000 -7.1586526885e-01 6.7028570918e-01
1770 resid base+pair 4.0 16.900000 -7.2467490769e-01 6.6147607033e-01
1771 resid base+pair 4.0 17.000000 -7.3353820774e-01 6.5261277028e-01
1772 resid base+pair 4.0 17.100000 -7.4245516503e-01 6.4369581300e-01
1773 resid base+pair 4.0 17.200000 -7.5142577557e-01 6.3472520245e-01
1774 resid base+pair 4.0 17.300000 -7.6045003536e-01 6.2570094267e-01
1775 resid base+pair 4.0 17.400000 -7.6952794036e-01 6.1662303767e-01
1776 resid base+pair 4.0 17.500000 -7.7865948651e-01 6.0749149152e-01
1777 resid base+pair 4.0 17.600000 -7.8784466974e-01 5.9830630829e-01
1778 resid base+pair 4.0 17.700000 -7.9708348594e-01 5.8906749209e-01
1779 resid base+pair 4.0 17.800000 -8.0637593098e-01 5.7977504704e-01
1780 resid base+pair 4.0 17.900000 -8.1572200073e-01 5.7042897730e-01
1781 resid base+pair 4.0 18.000000 -8.2512169099e-01 5.6102928703e-01
1782 resid base+pair 4.0 18.100000 -8.3457499759e-01 5.5157598043e-01
1783 resid base+pair 4.0 18.200000 -8.4408191630e-01 5.4206906173e-01
1784 resid base+pair 4.0 18.300000 -8.5364244287e-01 5.3250853515e-01
1785 resid base+pair 4.0 18.400000 -8.6325657305e-01 5.2289440498e-01
1786 resid base+pair 4.0 18.500000 -8.7292430254e-01 5.1322667548e-01
1787 resid base+pair 4.0 18.600000 -8.8264562703e-01 5.0350535099e-01
1788 resid base+pair 4.0 18.700000 -8.9242054220e-01 4.9373043583e-01
1789 resid base+pair 4.0 18.800000 -9.0224904367e-01 4.8390193436e-01
1790 resid base+pair 4.0 18.900000 -9.1213112707e-01 4.7401985096e-01
1791 resid base+pair 4.0 19.000000 -9.2206678799e-01 4.6408419003e-01
1792 resid base+pair 4.0 19.100000 -9.3205602201e-01 4.5409495601e-01
1793 resid base+pair 4.0 19.200000 -9.4209882468e-01 4.4405215335e-01
1794 resid base+pair 4.0 19.300000 -9.5219519152e-01 4.3395578650e-01
1795 resid base+pair 4.0 19.400000 -9.6234511804e-01 4.2380585999e-01
1796 resid base+pair 4.0 19.500000 -9.7254859971e-01 4.1360237831e-01
1797 resid base+pair 4.0 19.600000 -9.8280563200e-01 4.0334534603e-01
1798 resid base+pair 4.0 19.700000 -9.9311621033e-01 3.9303476769e-01
1799 resid base+pair 4.0 19.800000 -1.0034803301e+00 3.8267064790e-01
1800 resid base+pair 4.0 19.900000 -1.0138979868e+00 3.7225299125e-01
1801 resid base+pair 4.0 20.000000 -1.0243691756e+00 3.6178180240e-01
1802 resid base+pair 4.0 20.100000 -1.0348938920e+00 3.5125708600e-01
1803 resid base+pair 4.0 20.200000 -1.0454721313e+00 3.4067884672e-01
1804 resid base+pair 4.0 20.300000 -1.0561038888e+00 3.3004708927e-01
1805 resid base+pair 4.0 20.400000 -1.0667891596e+00 3.1936181838e-01
1806 resid base+pair 4.0 20.500000 -1.0775279392e+00 3.0862303880e-01
1807 resid base+pair 4.0 20.600000 -1.0883202227e+00 2.9783075531e-01
1808 resid base+pair 4.0 20.700000 -1.0991660053e+00 2.8698497269e-01
1809 resid base+pair 4.0 20.800000 -1.1100652823e+00 2.7608569577e-01
1810 resid base+pair 4.0 20.900000 -1.1210180486e+00 2.6513292939e-01
1811 resid base+pair 4.0 21.000000 -1.1320242996e+00 2.5412667841e-01
1812 resid base+pair 4.0 21.100000 -1.1430840303e+00 2.4306694773e-01
1813 resid base+pair 4.0 21.200000 -1.1541972358e+00 2.3195374225e-01
1814 resid base+pair 4.0 21.300000 -1.1653639111e+00 2.2078706691e-01
1815 resid base+pair 4.0 21.400000 -1.1765840514e+00 2.0956692666e-01
1816 resid base+pair 4.0 21.500000 -1.1878576515e+00 1.9829332649e-01
1817 resid base+pair 4.0 21.600000 -1.1991847066e+00 1.8696627139e-01
1818 resid base+pair 4.0 21.700000 -1.2105652116e+00 1.7558576640e-01
1819 resid base+pair 4.0 21.800000 -1.2219991615e+00 1.6415181655e-01
1820 resid base+pair 4.0 21.900000 -1.2334865511e+00 1.5266442693e-01
1821 resid base+pair 4.0 22.000000 -1.2450273754e+00 1.4112360262e-01
1822 resid base+pair 4.0 22.100000 -1.2566216293e+00 1.2952934874e-01
1823 resid base+pair 4.0 22.200000 -1.2682693076e+00 1.1788167044e-01
1824 resid base+pair 4.0 22.300000 -1.2799704052e+00 1.0618057287e-01
1825 resid base+pair 4.0 22.400000 -1.2917249168e+00 9.4426061224e-02
1826 resid base+pair 4.0 22.500000 -1.3035328373e+00 8.2618140703e-02
1827 resid base+pair 4.0 22.600000 -1.3153941615e+00 7.0756816542e-02
1828 resid base+pair 4.0 22.700000 -1.3273088840e+00 5.8842093994e-02
1829 resid base+pair 4.0 22.800000 -1.3392769997e+00 4.6873978335e-02
1830 resid base+pair 4.0 22.900000 -1.3512985032e+00 3.4852474865e-02
1831 resid base+pair 4.0 23.000000 -1.3633733891e+00 2.2777588906e-02
1832 resid base+pair 4.0 23.100000 -1.3755016522e+00 1.0649325802e-02
1833 resid base+pair 4.0 23.200000 -1.3876832871e+00 -1.5323090782e-03
1834 resid base+pair 4.0 23.300000 -1.3999182884e+00 -1.3767310346e-02
1835 resid base+pair 4.0 23.400000 -1.4122066506e+00 -2.6055672587e-02
1836 resid base+pair 4.0 23.500000 -1.4245483684e+00 -3.8397390366e-02
1837 resid base+pair 4.0 23.600000 -1.4369434362e+00 -5.0792458225e-02
1838 resid base+pair 4.0 23.700000 -1.4493918487e+00 -6.3240870682e-02
1839 resid base+pair 4.0 23.800000 -1.4618936003e+00 -7.5742622235e-02
1840 resid base+pair 4.0 23.900000 -1.4744486854e+00 -8.8297707357e-02
1841 resid base+pair 4.0 24.000000 -1.4870570985e+00 -1.0090612050e-01
1842 resid base+pair 4.0 24.100000 -1.4997188341e+00 -1.1356785609e-01
1843 resid base+pair 4.0 24.200000 -1.5124338866e+00 -1.2628290853e-01
1844 resid base+pair 4.0 24.300000 -1.5252022502e+00 -1.3905127221e-01
1845 resid base+pair 4.0 24.400000 -1.5380239195e+00 -1.5187294149e-01
1846 resid base+pair 4.0 24.500000 -1.5508988887e+00 -1.6474791070e-01
1847 resid base+pair 4.0 24.600000 -1.5638271522e+00 -1.7767617417e-01
1848 resid base+pair 4.0 24.700000 -1.5768087042e+00 -1.9065772617e-01
1849 resid base+pair 4.0 24.800000 -1.5898435390e+00 -2.0369256100e-01
1850 resid base+pair 4.0 24.900000 -1.6029316509e+00 -2.1678067288e-01
1851 resid base+pair 4.0 25.000000 -1.6160730341e+00 -2.2992205605e-01
1852 resid base+pair 4.0 25.100000 -1.6292676827e+00 -2.4311670471e-01
1853 resid base+pair 4.0 25.200000 -1.6425155911e+00 -2.5636461304e-01
1854 resid base+pair 4.0 25.300000 -1.6558167532e+00 -2.6966577519e-01
1855 resid base+pair 4.0 25.400000 -1.6691711633e+00 -2.8302018531e-01
1856 resid base+pair 4.0 25.500000 -1.6825788155e+00 -2.9642783750e-01
1857 resid base+pair 4.0 25.600000 -1.6960397039e+00 -3.0988872586e-01
1858 resid base+pair 4.0 25.700000 -1.7095538225e+00 -3.2340284445e-01
1859 resid base+pair 4.0 25.800000 -1.7231211653e+00 -3.3697018732e-01
1860 resid base+pair 4.0 25.900000 -1.7367417265e+00 -3.5059074849e-01
1861 resid base+pair 4.0 26.000000 -1.7504155000e+00 -3.6426452196e-01
1862 resid base+pair 4.0 26.100000 -1.7641424797e+00 -3.7799150171e-01
1863 resid base+pair 4.0 26.200000 -1.7779226597e+00 -3.9177168169e-01
1864 resid base+pair 4.0 26.300000 -1.7917560339e+00 -4.0560505584e-01
1865 resid base+pair 4.0 26.400000 -1.8056425961e+00 -4.1949161807e-01
1866 resid base+pair 4.0 26.500000 -1.8195823403e+00 -4.3343136227e-01
1867 resid base+pair 4.0 26.600000 -1.8335752603e+00 -4.4742428230e-01
1868 resid base+pair 4.0 26.700000 -1.8476213500e+00 -4.6147037201e-01
1869 resid base+pair 4.0 26.800000 -1.8617206032e+00 -4.7556962522e-01
1870 resid base+pair 4.0 26.900000 -1.8758730138e+00 -4.8972203573e-01
1871 resid base+pair 4.0 27.000000 -1.8900785753e+00 -5.0392759731e-01
1872 resid base+pair 4.0 27.100000 -1.9043372817e+00 -5.1818630372e-01
1873 resid base+pair 4.0 27.200000 -1.9186491267e+00 -5.3249814869e-01
1874 resid base+pair 4.0 27.300000 -1.9330141040e+00 -5.4686312593e-01
1875 resid base+pair 4.0 27.400000 -1.9474322072e+00 -5.6128122913e-01
1876 resid base+pair 4.0 27.500000 -1.9619034300e+00 -5.7575245196e-01
1877 resid base+pair 4.0 27.600000 -1.9764277661e+00 -5.9027678805e-01
1878 resid base+pair 4.0 27.700000 -1.9910052091e+00 -6.0485423104e-01
1879 resid base+pair 4.0 27.800000 -2.0056357525e+00 -6.1948477451e-01
1880 resid base+pair 4.0 27.900000 -2.0203193901e+00 -6.3416841204e-01
1881 resid base+pair 4.0 28.000000 -2.0350561152e+00 -6.4890513720e-01
1882 resid base+pair 4.0 28.100000 -2.0498459215e+00 -6.6369494351e-01
1883 resid base+pair 4.0 28.200000 -2.0646888025e+00 -6.7853782448e-01
1884 resid base+pair 4.0 28.300000 -2.0795847516e+00 -6.9343377360e-01
1885 resid base+pair 4.0 28.400000 -2.0945337624e+00 -7.0838278433e-01
1886 resid base+pair 4.0 28.500000 -2.1095358281e+00 -7.2338485012e-01
1887 resid base+pair 4.0 28.600000 -2.1245909424e+00 -7.3843996440e-01
1888 resid base+pair 4.0 28.700000 -2.1396990986e+00 -7.5354812055e-01
1889 resid base+pair 4.0 28.800000 -2.1548602900e+00 -7.6870931197e-01
1890 resid base+pair 4.0 28.900000 -2.1700745100e+00 -7.8392353200e-01
1891 resid base+pair 4.0 29.000000 -2.1853417520e+00 -7.9919077397e-01
1892 resid base+pair 4.0 29.100000 -2.2006620092e+00 -8.1451103120e-01
1893 resid base+pair 4.0 29.200000 -2.2160352750e+00 -8.2988429698e-01
1894 resid base+pair 4.0 29.300000 -2.2314615426e+00 -8.4531056458e-01
1895 resid base+pair 4.0 29.400000 -2.2469408053e+00 -8.6078982723e-01
1896 resid base+pair 4.0 29.500000 -2.2624730562e+00 -8.7632207817e-01
1897 resid base+pair 4.0 29.600000 -2.2780582886e+00 -8.9190731060e-01
1898 resid base+pair 4.0 29.700000 -2.2936964957e+00 -9.0754551769e-01
1899 resid base+pair 4.0 29.800000 -2.3093876706e+00 -9.2323669260e-01
1900 resid base+pair 4.0 29.900000 -2.3251318065e+00 -9.3898082846e-01
1901 resid base+pair 4.0 30.000000 -2.3409288964e+00 -9.5477791840e-01
1902 resid base+pair 4.0 30.100000 -2.3567789335e+00 -9.7062795550e-01
1903 resid base+pair 4.0 30.200000 -2.3726819109e+00 -9.8653093283e-01
1904 resid base+pair 4.0 30.300000 -2.3886378215e+00 -1.0024868434e+00
1905 resid base+pair 4.0 30.400000 -2.4046466584e+00 -1.0184956804e+00
1906 resid base+pair 4.0 30.500000 -2.4207084146e+00 -1.0345574366e+00
1907 resid base+pair 4.0 30.600000 -2.4368230831e+00 -1.0506721051e+00
1908 resid base+pair 4.0 30.700000 -2.4529906569e+00 -1.0668396789e+00
1909 resid base+pair 4.0 30.800000 -2.4692111289e+00 -1.0830601509e+00
1910 resid base+pair 4.0 30.900000 -2.4854844920e+00 -1.0993335139e+00
1911 resid base+pair 4.0 31.000000 -2.5018107390e+00 -1.1156597610e+00
1912 resid base+pair 4.0 31.100000 -2.5181898630e+00 -1.1320388850e+00
1913 resid base+pair 4.0 31.200000 -2.5346218567e+00 -1.1484708787e+00
1914 resid base+pair 4.0 31.300000 -2.5511067129e+00 -1.1649557349e+00
1915 resid base+pair 4.0 31.400000 -2.5676444245e+00 -1.1814934465e+00
1916 resid base+pair 4.0 31.500000 -2.5842349843e+00 -1.1980840063e+00
1917 resid base+pair 4.0 31.600000 -2.6008783850e+00 -1.2147274069e+00
1918 resid base+pair 4.0 31.700000 -2.6175746193e+00 -1.2314236413e+00
1919 resid base+pair 4.0 31.800000 -2.6343236800e+00 -1.2481727020e+00
1920 resid base+pair 4.0 31.900000 -2.6511255598e+00 -1.2649745818e+00
1921 resid base+pair 4.0 32.000000 -2.6679802514e+00 -1.2818292734e+00
1922 resid base+pair 4.0 32.100000 -2.6848877474e+00 -1.2987367694e+00
1923 resid base+pair 4.0 32.200000 -2.7018480404e+00 -1.3156970624e+00
1924 resid base+pair 4.0 32.300000 -2.7188611231e+00 -1.3327101451e+00
1925 resid base+pair 4.0 32.400000 -2.7359269881e+00 -1.3497760100e+00
1926 resid base+pair 4.0 32.500000 -2.7530456278e+00 -1.3668946498e+00
1927 resid base+pair 4.0 32.600000 -2.7702170350e+00 -1.3840660569e+00
1928 resid base+pair 4.0 32.700000 -2.7874412020e+00 -1.4012902240e+00
1929 resid base+pair 4.0 32.800000 -2.8047181215e+00 -1.4185671434e+00
1930 resid base+pair 4.0 32.900000 -2.8220477858e+00 -1.4358968078e+00
1931 resid base+pair 4.0 33.000000 -2.8394301875e+00 -1.4532792095e+00
1932 resid base+pair 4.0 33.100000 -2.8568653190e+00 -1.4707143410e+00
1933 resid base+pair 4.0 33.200000 -2.8743531727e+00 -1.4882021947e+00
1934 resid base+pair 4.0 33.300000 -2.8918937410e+00 -1.5057427630e+00
1935 resid base+pair 4.0 33.400000 -2.9094870163e+00 -1.5233360383e+00
1936 resid base+pair 4.0 33.500000 -2.9271329909e+00 -1.5409820129e+00
1937 resid base+pair 4.0 33.600000 -2.9448316572e+00 -1.5586806792e+00
1938 resid base+pair 4.0 33.700000 -2.9625830075e+00 -1.5764320295e+00
1939 resid base+pair 4.0 33.800000 -2.9803870341e+00 -1.5942360561e+00
1940 resid base+pair 4.0 33.900000 -2.9982437292e+00 -1.6120927512e+00
1941 resid base+pair 4.0 34.000000 -3.0161530851e+00 -1.6300021071e+00
1942 resid base+pair 4.0 34.100000 -3.0341150940e+00 -1.6479641160e+00
1943 resid base+pair 4.0 34.200000 -3.0521297482e+00 -1.6659787702e+00
1944 resid base+pair 4.0 34.300000 -3.0701970398e+00 -1.6840460617e+00
1945 resid base+pair 4.0 34.400000 -3.0883169609e+00 -1.7021659829e+00
1946 resid base+pair 4.0 34.500000 -3.1064895038e+00 -1.7203385257e+00
1947 resid base+pair 4.0 34.600000 -3.1247146605e+00 -1.7385636824e+00
1948 resid base+pair 4.0 34.700000 -3.1429924231e+00 -1.7568414451e+00
1949 resid base+pair 4.0 34.800000 -3.1613227837e+00 -1.7751718057e+00
1950 resid base+pair 4.0 34.900000 -3.1797057344e+00 -1.7935547564e+00
1951 resid base+pair 4.0 35.000000 -3.1981412672e+00 -1.8119902892e+00
1952 resid base+pair 4.0 35.100000 -3.2166293742e+00 -1.8304783961e+00
1953 resid base+pair 4.0 35.200000 -3.2351700472e+00 -1.8490190692e+00
1954 resid base+pair 4.0 35.300000 -3.2537632783e+00 -1.8676123003e+00
1955 resid base+pair 4.0 35.400000 -3.2724090595e+00 -1.8862580814e+00
1956 resid base+pair 4.0 35.500000 -3.2911073826e+00 -1.9049564045e+00
1957 resid base+pair 4.0 35.600000 -3.3098582395e+00 -1.9237072615e+00
1958 resid base+pair 4.0 35.700000 -3.3286616223e+00 -1.9425106443e+00
1959 resid base+pair 4.0 35.800000 -3.3475175226e+00 -1.9613665446e+00
1960 resid base+pair 4.0 35.900000 -3.3664259325e+00 -1.9802749544e+00
1961 resid base+pair 4.0 36.000000 -3.3853868436e+00 -1.9992358656e+00
1962 resid base+pair 4.0 36.100000 -3.4044002478e+00 -2.0182492698e+00
1963 resid base+pair 4.0 36.200000 -3.4234661369e+00 -2.0373151589e+00
1964 resid base+pair 4.0 36.300000 -3.4425845026e+00 -2.0564335246e+00
1965 resid base+pair 4.0 36.400000 -3.4617553367e+00 -2.0756043587e+00
1966 resid base+pair 4.0 36.500000 -3.4809786309e+00 -2.0948276529e+00
1967 resid base+pair 4.0 36.600000 -3.5002543769e+00 -2.1141033989e+00
1968 resid base+pair 4.0 36.700000 -3.5195825664e+00 -2.1334315884e+00
1969 resid base+pair 4.0 36.800000 -3.5389631910e+00 -2.1528122129e+00
1970 resid base+pair 4.0 36.900000 -3.5583962423e+00 -2.1722452643e+00
1971 resid base+pair 4.0 37.000000 -3.5778817121e+00 -2.1917307340e+00
1972 resid base+pair 4.0 37.100000 -3.5974195918e+00 -2.2112686137e+00
1973 resid base+pair 4.0 37.200000 -3.6170098730e+00 -2.2308588950e+00
1974 resid base+pair 4.0 37.300000 -3.6366525473e+00 -2.2505015693e+00
1975 resid base+pair 4.0 37.400000 -3.6563476063e+00 -2.2701966283e+00
1976 resid base+pair 4.0 37.500000 -3.6760950414e+00 -2.2899440634e+00
1977 resid base+pair 4.0 37.600000 -3.6958948441e+00 -2.3097438661e+00
1978 resid base+pair 4.0 37.700000 -3.7157470060e+00 -2.3295960279e+00
1979 resid base+pair 4.0 37.800000 -3.7356515183e+00 -2.3495005403e+00
1980 resid base+pair 4.0 37.900000 -3.7556083726e+00 -2.3694573946e+00
1981 resid base+pair 4.0 38.000000 -3.7756175603e+00 -2.3894665823e+00
1982 resid base+pair 4.0 38.100000 -3.7956790728e+00 -2.4095280948e+00
1983 resid base+pair 4.0 38.200000 -3.8157929014e+00 -2.4296419233e+00
1984 resid base+pair 4.0 38.300000 -3.8359590374e+00 -2.4498080594e+00
1985 resid base+pair 4.0 38.400000 -3.8561774722e+00 -2.4700264942e+00
1986 resid base+pair 4.0 38.500000 -3.8764481972e+00 -2.4902972191e+00
1987 resid base+pair 4.0 38.600000 -3.8967712035e+00 -2.5106202255e+00
1988 resid base+pair 4.0 38.700000 -3.9171464824e+00 -2.5309955044e+00
1989 resid base+pair 4.0 38.800000 -3.9375740252e+00 -2.5514230472e+00
1990 resid base+pair 4.0 38.900000 -3.9580538231e+00 -2.5719028451e+00
1991 resid base+pair 4.0 39.000000 -3.9785858674e+00 -2.5924348893e+00
1992 resid base+pair 4.0 39.100000 -3.9991701490e+00 -2.6130191710e+00
1993 resid base+pair 4.0 39.200000 -4.0198066594e+00 -2.6336556813e+00
1994 resid base+pair 4.0 39.300000 -4.0404953895e+00 -2.6543444114e+00
1995 resid base+pair 4.0 39.400000 -4.0612363305e+00 -2.6750853524e+00
1996 resid base+pair 4.0 39.500000 -4.0820294734e+00 -2.6958784954e+00
1997 resid base+pair 4.0 39.600000 -4.1028748095e+00 -2.7167238314e+00
1998 resid base+pair 4.0 39.700000 -4.1237723296e+00 -2.7376213516e+00
1999 resid base+pair 4.0 39.800000 -4.1447220249e+00 -2.7585710469e+00
2000 resid base+pair 4.0 39.900000 -4.1657238864e+00 -2.7795729084e+00
2001 resid base+pair 4.0 40.000000 -4.1867779051e+00 -2.8006269270e+00

E-016b-v3-rootcause.json — 6.9 KB, updated 08-18-2026

JSON sidecar (click to expand) 
{
  "experiment": "E-016b",
  "task": "2.6: root-cause E-016 V3 Poisson-reconstruction failure",
  "script": "research/numerics/scripts/E-016b-v3-rootcause.py",
  "parameters": {
    "a_sweep": [
      4.0,
      10.0
    ],
    "h": 0.01,
    "lambda": -1.0,
    "y_grid": [
      0.1,
      40.0,
      400
    ],
    "z_max": 300.0
  },
  "report": {
    "4.0": {
      "T1_kappa_re": -0.9914379801328772,
      "T1_kappa_im": -1.4222222222222223,
      "T2_census": {
        "n_real": 381,
        "z1": 1.1260734006983593,
        "z_last": 299.8646747694667,
        "lattice_count_window": 381.9718634205488
      },
      "T2_winding": {
        "0.3927": {
          "winding": 1.9971283856655768,
          "real_zeros_inside": 0,
          "excess": 1.9971283856655768
        },
        "1.1781": {
          "winding": 3.957366770074305,
          "real_zeros_inside": 2,
          "excess": 1.9573667700743052
        },
        "0.0000": {
          "winding": 1.9960937479061762,
          "real_zeros_inside": 0,
          "excess": 1.9960937479061762
        },
        "0.0001": {
          "winding": 1.9960937500549862,
          "real_zeros_inside": 0,
          "excess": 1.9960937500549862
        },
        "0.0100": {
          "winding": 1.996094371929568,
          "real_zeros_inside": 0,
          "excess": 1.996094371929568
        },
        "0.1000": {
          "winding": 1.9961562249900062,
          "real_zeros_inside": 0,
          "excess": 1.9961562249900062
        },
        "2.0000": {
          "winding": 5.942871677547558,
          "real_zeros_inside": 4,
          "excess": 1.9428716775475579
        },
        "5.0000": {
          "winding": 12.077973882052314,
          "real_zeros_inside": 10,
          "excess": 2.077973882052314
        }
      },
      "T2_imag_pair": {
        "eps": 5.829287623947368e-09,
        "W_at_ieps": 2.825742938081395e-49,
        "scan_min": 5.749824935036285e-06,
        "scan_at_y": 0.0001
      },
      "T3_A_over_y_fit": 0.6343007263567857,
      "T3_two_over_pi": 0.6366197723675814,
      "T3_mean_shift": -1.2815872994129114,
      "T4_variants": {
        "base": {
          "resid_y0.5": 1.2739134084231456,
          "resid_y5": 0.07332699024962142,
          "resid_y20": -0.9925381870041659,
          "shape_rms_rel": 1.0497908515365875
        },
        "trunc60": {
          "resid_y0.5": 1.2766229564752873,
          "resid_y5": -0.14349117160523672,
          "resid_y20": -4.94373487936198,
          "shape_rms_rel": 4.338262071341213
        },
        "trunc100": {
          "resid_y0.5": 1.27526491761311,
          "resid_y5": -0.034968760716001634,
          "resid_y20": -3.0133337980338,
          "shape_rms_rel": 2.809762823982386
        },
        "notail": {
          "resid_y0.5": 1.2745883033553684,
          "resid_y5": 0.14081030856832366,
          "resid_y20": 0.08570192959282363,
          "shape_rms_rel": 0.2895380312354026
        },
        "base+pair": {
          "resid_y0.5": 0.0006738636879826121,
          "resid_y5": -0.05399696422389488,
          "resid_y20": -1.0243691756225448,
          "shape_rms_rel": 0.9421400227183758
        },
        "mp60": {
          "resid_y0.5": 1.276622956475289,
          "resid_y5": -0.14349117160523361,
          "resid_y20": -4.943734879361979,
          "shape_rms_rel": 4.338262071341214
        }
      },
      "T4_mp60": {
        "n_relocated": 75,
        "max_abs_dz": 1.2434497875801753e-12
      },
      "T5_sinc_est_max": 0.0002055923399439411
    },
    "10.0": {
      "T1_kappa_re": -3.6447054985051435,
      "T1_kappa_im": -4.397114393679149,
      "T2_census": {
        "n_real": 954,
        "z1": 0.44959700551214055,
        "z_last": 299.89357740917427,
        "lattice_count_window": 954.9296585513721
      },
      "T2_winding": {
        "0.1571": {
          "winding": 1.9971325652242644,
          "real_zeros_inside": 0,
          "excess": 1.9971325652242644
        },
        "0.4712": {
          "winding": 3.9589810973742314,
          "real_zeros_inside": 2,
          "excess": 1.9589810973742314
        },
        "0.0000": {
          "winding": 1.996093695657393,
          "real_zeros_inside": 0,
          "excess": 1.996093695657393
        },
        "0.0001": {
          "winding": 1.9960937503824123,
          "real_zeros_inside": 0,
          "excess": 1.9960937503824123
        },
        "0.0100": {
          "winding": 1.9960976525143628,
          "real_zeros_inside": 0,
          "excess": 1.9960976525143628
        },
        "0.1000": {
          "winding": 1.9964955397146036,
          "real_zeros_inside": 0,
          "excess": 1.9964955397146036
        },
        "2.0000": {
          "winding": 12.085419712205663,
          "real_zeros_inside": 10,
          "excess": 2.0854197122056632
        },
        "5.0000": {
          "winding": 31.975335381644364,
          "real_zeros_inside": 30,
          "excess": 1.9753353816443635
        }
      },
      "T2_imag_pair": {
        "eps": 2.0797966440236883e-09,
        "W_at_ieps": 1.6504059507421108e-26,
        "scan_min": 0.01459451355707131,
        "scan_at_y": 0.0001
      },
      "T3_A_over_y_fit": 0.6308206254641555,
      "T3_two_over_pi": 0.6366197723675814,
      "T3_mean_shift": -3.3631535473854246,
      "T4_variants": {
        "base": {
          "resid_y0.5": 1.2749261380781172,
          "resid_y5": -0.007753707743303639,
          "resid_y20": -2.530820269504034,
          "shape_rms_rel": 1.0143675095987894
        },
        "trunc60": {
          "resid_y0.5": 1.2816709492693397,
          "resid_y5": -0.5465597395886301,
          "resid_y20": -12.354286478739445,
          "shape_rms_rel": 4.43884573453234
        },
        "trunc100": {
          "resid_y0.5": 1.278305028486991,
          "resid_y5": -0.27789168396584607,
          "resid_y20": -7.57271682340175,
          "shape_rms_rel": 2.860573136578675
        },
        "notail": {
          "resid_y0.5": 1.2766145378113016,
          "resid_y5": 0.16107079639175792,
          "resid_y20": 0.16663165033476446,
          "shape_rms_rel": 0.11754357982145858
        },
        "base+pair": {
          "resid_y0.5": 0.0016865933429546232,
          "resid_y5": -0.13507766221681994,
          "resid_y20": -2.5626512581224135,
          "shape_rms_rel": 0.9793208614044097
        },
        "mp60": {
          "resid_y0.5": 1.2816709492693397,
          "resid_y5": -0.5465597395886301,
          "resid_y20": -12.354286478739445,
          "shape_rms_rel": 4.438845734532339
        }
      },
      "T4_mp60": {
        "n_relocated": 190,
        "max_abs_dz": 1.0587086762825493e-12
      },
      "T5_sinc_est_max": 0.0002055923399439411
    }
  },
  "elapsed_seconds": 702.8,
  "timestamp_utc": "2026-08-18T17:19:13.123417+00:00"
}

Source code

Python script (click to expand) 
"""E-016b — root-cause the E-016 V3 (zero-Poisson reconstruction) failure.

E-016 V3: rho_W^analytic (Galerkin z-derivative) vs rho_W^recon (located
real zeros + Euler-Maclaurin lattice tail) mismatch rel ~0.3 at a=4.
Residual (D-024 sec.4): +1.274 (y=0.5), +0.637 (1), +0.313 (2), +0.073
(5), -0.179 (10), -0.993 (20). Note 2/(pi*y) = 1.2732, 0.6366, 0.3183 —
the low-y residual matches a MISSING zero pair at |z|~0 to 4 digits.

Tests (D-024 sec.4 candidates + new hypothesis):
  T1. kappa = W'/W(0): exact gauge arithmetic gives kappa = 0 by symmetry
      (x symmetric, c real). Numeric confirmation. => candidate (a) dead.
  T2. Zero census + ARGUMENT PRINCIPLE on circles |z|=r: the real-gauge
      brentq scan can only find REAL zeros. If Galerkin W has a complex
      pair near 0 (candidate: purely imaginary +/-i*eps, self-conjugate
      under the mirror symmetries), the winding number exceeds the real-
      zero count. If found: locate eps by scanning |W(iy)|.
  T3. Residual shape on a fine y-grid: test A/y law; report A vs 2/pi.
  T4. Recon variants: (i) base (zeros<=300 + EM tail); (ii) trunc60;
      (iii) trunc100; (iv) notail; (v) mp60 (zeros<=60 relocated at
      dps 50 + EM tail from 60 — float64 contamination test, D-024 (c));
      (vi) base+pair (recon + exact contribution of the T2 imaginary
      pair, (2/pi) y/(y^2-eps^2) — decisive if T2 fires).
  T5. Sinc-artifact zeros of hat h at z=2*pi*k/h (=628k, beyond window):
      analytic size of their rho contribution (expected ~1e-4, dismiss).

Outputs: research/numerics/data/E-016b-v3-rootcause.csv (+ .json)
"""
import importlib.util
import json
import sys
import time
from datetime import datetime, timezone
from pathlib import Path

import mpmath as mp
import numpy as np
import scipy.optimize

REPO = Path(__file__).resolve().parents[3]
DATA = REPO / "research" / "numerics" / "data"
CSV = DATA / "E-016b-v3-rootcause.csv"
JSON = DATA / "E-016b-v3-rootcause.json"

# ---- import E-016 machinery (runs the sieve once, ~15 s) ---------------
_spec = importlib.util.spec_from_file_location(
    "E16", Path(__file__).with_name("E-016-herglotz-fine-structure.py"))
E16 = importlib.util.module_from_spec(_spec)
_spec.loader.exec_module(E16)

A_SWEEP = [4.0, 10.0]
H = E16.H_MAIN
LAM = E16.LAM_SHIFT
Y_GRID = np.linspace(0.1, 40.0, 400)
Z_MAX = 300.0
N_GRID = 40000
WIND_RADII_FRAC = [0.5, 1.5]   # in units of pi/a, plus absolute below
WIND_RADII_ABS = [1e-6, 1e-4, 1e-2, 0.1, 2.0, 5.0]


def locate_real_zeros(cp, x, h, z_max=Z_MAX, n_grid=N_GRID):
    """Real-axis sign-change + brentq on g(z) = z Im Vp - Re Vp (E-016)."""
    zg = np.linspace(1e-3, z_max, n_grid)
    Vpr, _ = E16.V_and_dV(zg, cp, x, h)
    g = zg * Vpr.imag - Vpr.real

    def g_direct(zz):
        V = E16.hat_FT(np.array([zz]), h)[0] * complex(
            np.exp(1j * zz * x) @ cp)
        return zz * V.imag - V.real

    idx = np.flatnonzero(np.sign(g[:-1]) * np.sign(g[1:]) < 0)
    zeros = []
    for i in idx:
        try:
            zeros.append(scipy.optimize.brentq(g_direct, zg[i], zg[i + 1],
                                               xtol=1e-13, rtol=1e-13))
        except ValueError:
            pass
    return np.array(zeros)


def winding(cp, cm, x, h, r, n_pts=512):
    """Argument-principle zero count of W(theta=pi) on |z|=r."""
    phi = np.linspace(0, 2 * np.pi, n_pts, endpoint=False)
    z = r * np.exp(1j * phi)
    Vp, dVp = E16.V_and_dV(z, cp, x, h)
    Vm, dVm = E16.V_and_dV(z, cm, x, h)
    W, _ = E16.W_and_dW(z, Vp, dVp, Vm, dVm, np.pi)
    dphi = np.diff(np.unwrap(np.angle(W)))
    return float(dphi.sum() / (2 * np.pi))


def imag_pair_scan(cp, cm, x, h, y_max=3.0):
    """Scan |W(iy)| for a minimum -> candidate purely-imaginary pair."""
    ys = np.linspace(1e-4, y_max, 30000)
    z = 1j * ys
    Vp, _ = E16.V_and_dV(z, cp, x, h)
    Vm, _ = E16.V_and_dV(z, cm, x, h)
    W = (z - 1j) * Vp - (z + 1j) * Vm          # theta = pi
    aw = np.abs(W)
    i = int(np.argmin(aw))
    # polish with mpmath findroot on W(iy)=0 (real unknown y)
    mp.mp.dps = 50
    cpm = [mp.mpf(float(v)) for v in cp]
    cmm = [mp.mpf(float(v)) for v in cm]
    xm = [mp.mpf(float(v)) for v in x]

    def Wimag(yy):
        yy = mp.mpf(yy)
        Sp = sum(c * mp.e ** (1j * yy * xx) for c, xx in zip(cpm, xm))
        Sm = sum(c * mp.e ** (1j * yy * xx) for c, xx in zip(cmm, xm))
        hh = mp.mpf(h)
        hat = hh * (mp.sin(yy * hh / 2) / (yy * hh / 2)) ** 2
        Vpv, Vmv = hat * Sp, hat * Sm
        W = 1j * (yy - 1) * Vpv - 1j * (yy + 1) * Vmv      # W(i*yy), th=pi
        return mp.im(W)          # mirror symmetry: W(iy) = i * (real)

    try:
        root = mp.findroot(Wimag, mp.mpf(float(ys[i])),
                           solver="secant", tol=mp.mpf("1e-40"))
        eps = float(root)
        resid = float(abs(Wimag(root)))
        return eps, resid, float(aw[i]), float(ys[i])
    except (ValueError, ZeroDivisionError):
        return None, None, float(aw[i]), float(ys[i])


def em_tail(y, z_start, d_lat):
    return (y / d_lat) * (np.pi / 2.0 - np.arctan(z_start / y))


def recon_rho(y, zeros_pos, d_lat, z_tail_start=None, extra_pairs=()):
    """Poisson density from positive zeros (doubled) + EM tail + explicit
    extra pairs (purely imaginary +/-i*eps: 2y/(y^2 - eps^2))."""
    y = np.asarray(y, dtype=float)
    zeros_pos = np.asarray(zeros_pos, dtype=float)
    if zeros_pos.size:
        s = 2.0 * np.sum(y[:, None] / (y[:, None] ** 2
                                       + zeros_pos[None, :] ** 2), axis=1)
    else:
        s = np.zeros_like(y)
    if z_tail_start is not None:
        s = s + 2.0 * em_tail(y, z_tail_start, d_lat)
    for eps in extra_pairs:
        s = s + 2.0 * y / (y**2 - eps**2)
    return s / np.pi


def mp_relocate(cp, x, h, zeros_pos, z_hi=60.0):
    """Re-locate zeros <= z_hi with mpmath dps 50 (float64 contamination
    test). Bisection on the real gauge, 80 iterations."""
    mp.mp.dps = 50
    cpm = [mp.mpf(float(v)) for v in cp]
    xm = [mp.mpf(float(v)) for v in x]
    hh = mp.mpf(h)

    def g_mp(zz):
        zz = mp.mpf(zz)
        S = sum(c * mp.e ** (1j * zz * xx) for c, xx in zip(cpm, xm))
        hat = hh * (mp.sin(zz * hh / 2) / (zz * hh / 2)) ** 2
        V = hat * S
        return zz * mp.im(V) - mp.re(V)

    out = []
    for z0 in zeros_pos:
        if z0 > z_hi:
            continue
        lo, hi = mp.mpf(float(z0)) - mp.mpf("0.05"), \
            mp.mpf(float(z0)) + mp.mpf("0.05")
        flo, fhi = g_mp(lo), g_mp(hi)
        if flo * fhi > 0:
            out.append((float(z0), None))
            continue
        for _ in range(80):
            mid = (lo + hi) / 2
            fm = g_mp(mid)
            if flo * fm <= 0:
                hi, fhi = mid, fm
            else:
                lo, flo = mid, fm
        out.append((float(z0), float((lo + hi) / 2)))
    return out


def main() -> int:
    if CSV.exists() and "--force" not in sys.argv:
        print(f"cached: {CSV} (use --force to recompute)")
        return 0
    t0 = time.time()
    rows = []
    report = {}

    for a in A_SWEEP:
        print(f"a={a}: build + solve ...", flush=True)
        x, hh, Q, M, b = E16.build(a, H)
        n = len(x)
        cp, T = E16.solve_v(Q, M, b[+1.0], LAM, n)
        cm, _ = E16.solve_v(Q, M, b[-1.0], LAM, n)
        np_ = float(cp @ T @ cp)
        nm = float(cm @ T @ cm)
        cm = cm * np.sqrt(np_ / nm)
        d_lat = np.pi / a

        # analytic rho_W at theta=pi on the fine grid
        ziy = 1j * Y_GRID
        Vp, dVp = E16.V_and_dV(ziy, cp, x, hh)
        Vm, dVm = E16.V_and_dV(ziy, cm, x, hh)
        W, dW = E16.W_and_dW(ziy, Vp, dVp, Vm, dVm, np.pi)
        rho_an = -np.imag(dW / W) / np.pi

        # T1: kappa = W'/W(0)
        z0 = np.array([0.0 + 0.0j])
        Vp0, dVp0 = E16.V_and_dV(z0, cp, x, hh)
        Vm0, dVm0 = E16.V_and_dV(z0, cm, x, hh)
        W0, dW0 = E16.W_and_dW(z0, Vp0, dVp0, Vm0, dVm0, np.pi)
        kappa = complex(dW0[0] / W0[0])
        print(f"  T1 kappa = {kappa:.3e}", flush=True)

        # T2: census + argument principle
        zeros = locate_real_zeros(cp, x, hh)
        census = {"n_real": int(len(zeros)), "z1": float(zeros[0]),
                  "z_last": float(zeros[-1]),
                  "lattice_count_window": a * Z_MAX / np.pi}
        radii = [f * d_lat for f in WIND_RADII_FRAC] + WIND_RADII_ABS
        wind = {}
        for r in radii:
            w = winding(cp, cm, x, hh, r)
            n_real_in = int(2 * np.sum(zeros < r))
            wind[f"{r:.4f}"] = {"winding": w, "real_zeros_inside": n_real_in,
                                "excess": w - n_real_in}
        print(f"  T2 winding: {wind}", flush=True)

        eps, eps_resid, scan_min, scan_at = None, None, None, None
        if any(abs(v["excess"]) > 0.5 for v in wind.values()):
            eps, eps_resid, scan_min, scan_at = imag_pair_scan(cp, cm, x, hh)
            print(f"  T2 imaginary pair: eps={eps} |W(i*eps)|={eps_resid:.2e} "
                  f"(scan min {scan_min:.3e} at y={scan_at:.4f})", flush=True)

        # T3: residual shape (base variant), A/y fit at small y
        z_tail = zeros[-1] + d_lat / 2.0
        rec_base = recon_rho(Y_GRID, zeros, d_lat, z_tail)
        resid = rho_an - rec_base
        sel_small = (Y_GRID >= 0.3) & (Y_GRID <= 2.0)
        A_fit = float(np.mean(resid[sel_small] * Y_GRID[sel_small]))
        # mean-shift removed version for shape comparison
        shift = float(np.mean(resid))

        # T4: variants
        z60 = zeros[zeros <= 60.0]
        z100 = zeros[zeros <= 100.0]
        variants = {
            "base": rec_base,
            "trunc60": recon_rho(Y_GRID, z60, d_lat, z60[-1] + d_lat / 2),
            "trunc100": recon_rho(Y_GRID, z100, d_lat, z100[-1] + d_lat / 2),
            "notail": recon_rho(Y_GRID, zeros, d_lat, None),
        }
        if eps is not None and eps_resid is not None and eps_resid < 1e-20:
            variants["base+pair"] = recon_rho(
                Y_GRID, zeros, d_lat, z_tail, extra_pairs=(eps,))
        print("  T4 mp60 relocation (dps 50) ...", flush=True)
        reloc = mp_relocate(cp, x, hh, zeros, 60.0)
        n_ok = sum(1 for _, r in reloc if r is not None)
        max_dz = max((abs(z0 - r) for z0, r in reloc if r is not None),
                     default=0.0)
        z60mp = np.array([r for _, r in reloc if r is not None])
        variants["mp60"] = recon_rho(Y_GRID, z60mp, d_lat,
                                     z60mp[-1] + d_lat / 2)

        var_summary = {}
        for name, rec in variants.items():
            res = rho_an - rec
            res_shifted = res - np.mean(res)
            var_summary[name] = {
                "resid_y0.5": float(res[np.argmin(abs(Y_GRID - 0.5))]),
                "resid_y5": float(res[np.argmin(abs(Y_GRID - 5.0))]),
                "resid_y20": float(res[np.argmin(abs(Y_GRID - 20.0))]),
                "shape_rms_rel": float(np.sqrt(np.mean(res_shifted**2))
                                       / np.sqrt(np.mean(rho_an**2))),
            }
            for y, rv, rsv in zip(Y_GRID, res, res_shifted):
                rows.append(f"resid,{name},{a},{y:.6f},{rv:.10e},{rsv:.10e}")
        for y, rv in zip(Y_GRID, rho_an):
            rows.append(f"rho_analytic,-,{a},{y:.6f},{rv:.10e},")

        # T5: sinc-artifact zero contribution estimate (analytic formula)
        k = np.arange(1, 20)
        zk = 2 * np.pi * k / hh
        sinc_est = float(np.max(
            (4.0 / np.pi) * np.max(Y_GRID) * np.sum(1.0 / zk**2)))

        report[str(a)] = {
            "T1_kappa_re": kappa.real, "T1_kappa_im": kappa.imag,
            "T2_census": census, "T2_winding": wind,
            "T2_imag_pair": {"eps": eps, "W_at_ieps": eps_resid,
                             "scan_min": scan_min, "scan_at_y": scan_at},
            "T3_A_over_y_fit": A_fit, "T3_two_over_pi": 2.0 / np.pi,
            "T3_mean_shift": shift,
            "T4_variants": var_summary,
            "T4_mp60": {"n_relocated": n_ok, "max_abs_dz": max_dz},
            "T5_sinc_est_max": sinc_est,
        }
        print(f"  T3 A/y fit: A={A_fit:.4f} vs 2/pi={2/np.pi:.4f} "
              f"shift={shift:.4f}", flush=True)
        print(f"  T4 variants: {json.dumps(var_summary, indent=1)}",
              flush=True)

    with CSV.open("w", encoding="utf-8", newline="") as f:
        f.write("series,variant,a,y,resid,resid_shifted\n")
        f.write("\n".join(rows) + "\n")

    meta = {
        "experiment": "E-016b",
        "task": "2.6: root-cause E-016 V3 Poisson-reconstruction failure",
        "script": "research/numerics/scripts/E-016b-v3-rootcause.py",
        "parameters": {"a_sweep": A_SWEEP, "h": H, "lambda": LAM,
                       "y_grid": [0.1, 40.0, 400], "z_max": Z_MAX},
        "report": report,
        "elapsed_seconds": round(time.time() - t0, 1),
        "timestamp_utc": datetime.now(timezone.utc).isoformat(),
    }
    JSON.write_text(json.dumps(meta, indent=2), encoding="utf-8")
    print(f"wrote {CSV.name}, {JSON.name}")
    return 0


if __name__ == "__main__":
    raise SystemExit(main())