The continuous spectrum of double beta decay () provides a sensitive probe to test the predictions of the standard model and to search for signatures of new physics beyond it. We present a comprehensive analysis of the Xe spectrum utilizing of Xe exposure from the PandaX-4T experiment. The analysis yields the most precise measurement to date of the Xe two-neutrino double beta decay () half-life, years, the uncertainty of which is reduced by a factor of 2 compared to our previous result. We measure the parameter , defined as the ratio between the subleading and leading components of the Xe nuclear matrix element, to be , which is consistent with theoretical predictions. We also search for Majoron-emitting modes of Xe , establishing the most stringent limit for the spectral index .

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