PARAMETERS NOT UNDERSTAND

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CAN YOU PLS TELL ME WHAT IS THESE BETA_HAT AND THETA_HAT? I GUESS THESE ARE MODEL OUTPUT... THEN WHAT ARE BETA AND THETA? ARE THOSE GT? HOW TO COME UP GT? IS IT FROM AMASS DATASET? IF I WANT TO COMEUP MY OWN GT HOW TO GENERATE?