Ten course and distance runs at this exact grade and trip make her one of the most experienced runners in today's field, and that depth of track knowledge counts for something at a venue with a notoriously difficult first bend. Her form of 18, 13 and 17 from recent outings is modest and the model acknowledges this is a speculative selection — the recent results do not inspire confidence and trap 1 is the second-worst structural draw for D4 at 277m here at 14.1%. The case is built on accumulated course experience in an open race where no single rival presents a compelling form argument either. At D4 level where the field is tightly matched, the model's overall profiling across multiple factors edges toward her, but this is the thinnest analytical case of the day.