The short-term impact on GATX's stock price will likely depend on whether the company meets or exceeds the earnings estimate and provides positive future guidance. Historical performance indicates that the stock is sensitive to earnings outcomes, but the overall positive trend over the past year may mitigate negative reactions to a potential earnings miss. The score is neutral due to the uncertainty of the earnings outcome and its subsequent impact.