Which word closely matches the meaning of "novice" as used to describe Gina?

The word "novice" refers to someone who is new to a particular field or activity and lacks experience. In this context, describing Gina as a novice implies that she is just starting out and may still be learning the basics. The term "newcomer" aligns perfectly with this definition, as it suggests someone who has recently joined a group or activity and is still in the early stages of their journey.

The other options—veteran, senior, and speculator—carry meanings quite distinct from that of "novice." A veteran refers to someone who has extensive experience or is well-established in a particular area, while senior often denotes someone of higher rank, age, or experience compared to others. A speculator typically refers to someone who engages in financial risk-taking or questionable ventures, which does not relate to the idea of being inexperienced or new. Therefore, "newcomer" is the most accurate synonym for "novice" in this case.