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model_name":"logistic_regression","writeup":"TIC 365998904 is a newly discovered eclipsing binary star system with an orbital period of just 1.2494 days. When the primary star passes in front of its companion, the system dims by 2.40 percent - a clear signal detected with extremely high confidence, producing a signal-to-noise ratio of 375.0. Notably, no secondary eclipse was detected. The candidate passed all data quality checks and does not appear in any of six major variable-star catalogs, making it a genuine new discovery. Independent confirmation through difference-imaging analysis yielded a strong signal-to-noise ratio of 15.5, though with a centroid offset of 2.9 arcseconds from the target position. With a machine learning screening score of 0.71, this system represents a valuable addition to our catalog of known binary stars."}