The preface to the Oz Vehadar Mikraos Gedolos brings a few more sources besides the ones @Rish brings. I also found a couple on my own.
Rav Binyomin Musfia in his work מוסף הערוך, in ערך אשן ב, and ערך פתרן and ערך צם says Yonasan Ben Uziel didn't write a Targum on Chumash. He also brings a proof that he didn't, in that Numbers 24:24 says וצים מיד כתים, Targum Yonasan says its קוסטנטיני (Constantinople), which wasn't a city that was build in his time, rather much later.
Rav Menachem Mendel Kasher in Torah Sheleimah Volume 17 (Mishpatim) Miluim 23 in footnote 12 writes it's already become clear that the Tanna Yonasan didn't write the Targum Yonasan, and it's really a version of Targum Yerushalmi. He brings the acronym idea mentioned by Mendelssohn below.
You asked if authorities used the gemarra in Megillah as a basis for rejecting the assumption the Tanna Yonasan authored this Targum. The following three make that very point.
Rav Yaakov Emden in his commentary on the Mishnah called Lechem Shamayim, at the end of Megillah.
The Maharatz Chiyos in his work אמרי בינה, Simman 4 brings a suggestion by Mendelssohn in Nesivos HaShalom, that Chumashim used to write ת"י for Targum Yerushalmi, but became messed up as Targum Yonasan. The text is as follows:
תרגום על התורה אשר נתיחס ליונתן, אינו ממנו כאשר התעוררו החכמים כבר כי ממקומו הוא מוכרע, כי בא מזמן אחרון הרבה מאות שנה, אחר מיתת יונתן, עוד הרי אמרו (מגילה ג ' ע"א) תרגום על התורה אונקלוס הגר אמרו, תרגום נביאים יונתן בן עוזיאל אמרו, ומוכח מזה דדוקא על נביאים בא התרגום מיונתן ולא על התורה, ועיין מהרש"א...וע' מ"ש הרב החכם בעל נתיבות השלם, שהחליט דבע"כ דבכל הדפוסים נפל טעות, שהיה כתוב ת"י בראשי תיבות, וטעו המדפיסים שהוא ר"ת תרגום יונתן
(Edit: I now realize @Rish already mentioned the Maharatz Chiyos, but it's still helpful to know where he writes it and why)
Rav Asher Weiss in Minchas Asher Bamidbar Simman 44 also brings the opinion of the Chida. He writes it's for sure the work of one of the קדמונים and any words he writes that are difficult, צריך ליישבם. In Minchas Asher Vayikra Simman 43 he writes more. He brings the gemarra in Megillah that sounds like Yonasan ben Uziel didn't write a Targum on Torah, but then says it's not necessarily a proof he didn't. He ends up saying like the Ri Chagiz that he didn't author it, and it's really a version of Targum Yerushalmi.
Rav Kasher in Torah Sheleimah Volume 24, his essays on the targumim, in the preface lists a bunch of other sources that all say Targum Yonasan is really a version of Targum Yerushalmi. They are:
Rav Avigdor Kara in his work Sefer Hakaneh 59b (the earliest Rav Kasher found)
Azariah dei Rossi in Meor Einayim Imrei Binah Chapter 9
Rav Yeshaya Pick in his work Minei Targumah, Parshas Kedoshim
Rav Dovid Luria in his preface to Pirkei DeRabbi Eliezer