the vertical alignment of tick labels is incorrect. For negative ticks, the tick labels are quite visibly lower than the positive marks. See the screenshot for an example ... text', usetex=False) ...

the location and appearance of the axis line and the tick marks the text and appearance of the axis label and major tick mark values. AXIS definitions are used only when they are explicitly assigned ...