Abstract: Systems and methods for detecting human-generated text and machine-generated text in mixed text are disclosed. A computer program receives a dataset of human-generated text and generates a synthetic mixed text dataset by randomly replacing portions of the human-generated text with machine-generated text. The program evaluates the synthetic mixed text dataset at multiple levels, each representing a different fraction of machine-generated text, and computes a first text discriminator score for each level. Upon receiving a text sample, the program computes a second text discriminator score, fits a kernel density estimate using a Gaussian kernel to model a conditional probability distribution, samples from a posterior distribution, and returns an interval representing the amount of machine-generated text in the sample.

Abstract: A roof module for forming a vehicle roof of a motor vehicle, the roof module having a panel component whose outer surface at least partially forms the roof skin of the vehicle roof, and an opening in which at least one environmental sensor is disposed, the environmental sensor being configured to send and/or receive electromagnetic signals for detecting the vehicle environment. The at least one environmental sensor is configured to be displaced between a retracted position and a deployed position, and a set of weatherstrips surrounding the opening and has at least one drain is configured to collect liquid entering through the opening at the at least one drain.

Abstract: There is described herein compound comprising a mitochondrial targeting portion, a cargo portion including a drug unit, and a linker conjugating the mitochondrial targeting portion and the cargo portion, the linker portion cleavable in a mitochondrion of a cell for preferentially releasing the cargo portion within the mitochondrion as compared to a cytoplasm of the cell.

Abstract: Embodiments for delivery of a time-dependent virtual reality environment by a processor. A time-dependent three dimensional (3D) virtual environment, having one or more configurable boundary parameters, may be created according to user input, one or more cognitive computing systems, data resources, or a combination thereof.

Abstract: Embodiments for delivery of a time-dependent virtual reality environment by a processor. A time-dependent three dimensional (3D) virtual environment, having one or more configurable boundary parameters, may be created according to user input, one or more cognitive computing systems, data resources, or a combination thereof.