Abstract: The present invention relates to plant-based coacervate core-shell microcapsules, wherein the shell comprises a plant protein extract, as well as methods and uses of the same.

Abstract: There is provided a method including sending a first document to a GUI, and receiving at a classification and extraction engine (CEE) from the GUI an input indicating first document data for the first document. The input forms a portion of a dataset. A prediction is generated at the CEE of second document data for a second document using a machine learning model (MLM) configured to receive an input and generate a predicted output. The MLM is trained using the dataset, the input includes one or more tokens corresponding to the second document. The output includes the prediction of the second document data. The prediction is sent to the GUI, and feedback on the prediction is received at the CEE from the GUI, to form a reviewed prediction. The reviewed prediction is added to the dataset to form an enlarged dataset, and the MLM is trained using the enlarged dataset.

Abstract: An adjustable effective electrode surface area stylus configured to operate with a capacitive touch sensitive device and coordinate detection method therefor is provided. The stylus comprises an electrode structure comprising a main electrode segment, a sub-electrode segment, a shielding, a switch, and a processing system. The main electrode segment has a main effective electrode surface area and the main electrode segment and sub-electrode segment together form an adjusted effective electrode surface area. The processing system drives the electrode structure to output one stimulation signal having one frequency and a flag and adjust between the output of a main projection of the main electrode surface area having a main central point and an adjusted projection of the adjusted electrode surface area having an adjusted central point. The main central point and adjusted central point projected from the electrode structure is used to calculate tilt and orientation of the stylus.