Fiiiinally discovered what the issue was. As it turns out, to set the maximum width/height of a callout, one should set the properties in the CalloutStyle instance returned from Callout.getStyle(); Calling Callout.setMaxHeight() or Callout.setMaxWidth() has no effect. Setting maxHeight or maxWidth in the <calloutViewStyle> style also has no effect.
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