Abstract: Systems and methods for minimizing misclassifications during token classifications based on large language models are described. The system may process a first input token through a first classification engine to generate a first probability array, wherein the first probability array comprises a first plurality of potential classifications for the first input token and respective probabilities for each of the first plurality of potential classifications. The system may process the first plurality of potential classifications to determine a first set of synonymous classifications among the first plurality of potential classifications. The system may determine a first aggregated probability for the first set based on aggregating the respective probabilities for each of the first plurality of potential classifications in the first set.

Abstract: A formation detection system comprising: one or more sensors located above a sheet of paper, located below the sheet of paper, or both and one or more lights that illuminate all or a portion of the sheet of paper passing by the one or more sensors so that the one or more sensors monitor formation of the paper comprising: orientation of fibers within the sheet of paper, wherein the formation detection system is configured to monitor the sheet of paper before a press section, within the press section, before a dryer section, within the dryer section, after the dryer section, or a combination thereof of a paper machine; and wherein the one or more sensors are movable in a cross-machine direction across the sheet of paper within the paper machine.

Abstract: A safety view passenger door mirror device is provided. The device is comprised of a body containing at least one but preferably two mirrors, a fastener, a battery, a charging method, a motion sensing component, and a light. The device can be fastened to a passenger vehicle and can be used to provide the passenger with extended visibility of the vehicle's surroundings. It can also detect nearby hazards and alert passengers and motorists in the vicinity of a potentially hazardous situation, reducing the risk of injury, collision, or harm.

Abstract: The present disclosure relates to aerosol delivery devices. The aerosol delivery devices include mechanisms configured to deliver an aerosol precursor composition from a reservoir to an atomizer including a heating element to produce a vapor. A pressure controller may control dispensing of the aerosol precursor composition from the reservoir based on a pressure differential between a first pressure within the reservoir and a second pressure proximate the atomizer. The first pressure within the reservoir may be substantially equal to atmospheric pressure. Alternatively, the first pressure within the reservoir may be greater than atmospheric pressure.

Abstract: The present invention relates to TLR2 agonist compounds and their compositions, and the use of such compounds and compositions in the prevention and/or treatment of respiratory infections, or diseases or conditions associated with viral or bacterial infections.

Abstract: A safety view passenger door mirror device is provided. The device is comprised of a body containing at least one but preferably two mirrors, a fastener, a battery, a charging method, a motion sensing component, and a light. The device can be fastened to a passenger vehicle and can be used to provide the passenger with extended visibility of the vehicle's surroundings. It can also detect nearby hazards and alert passengers and motorists in the vicinity of a potentially hazardous situation, reducing the risk of injury, collision, or harm.

Abstract: A telephone call processor for processing telephone calls comprising voice signals and data signals, the call processor comprising a first telephone interface and a second telephone interface, the call processor being operable in a first mode and in a second mode. In the first mode, the call processor is adapted to receive voice signals and data signals at the first telephone interface and to transmit voice signals and data signals via the second telephone interface. In the second mode, the call processor is adapted to receive voice signals and data signals at the first telephone interface, to block data signals from being transmitted via the second telephone interface and optionally to transmit voice signals via the second telephone interface.

Abstract: The present invention relates to TLR2 agonist compounds and their compositions, and the use of such compounds and compositions in the prevention and/or treatment of respiratory infections, or diseases or conditions associated with viral or bacterial infections.

Abstract: The present disclosure relates to aerosol delivery devices. The aerosol delivery devices include mechanisms configured to deliver an aerosol precursor composition from a reservoir to an atomizer including a vaporization heating element to produce a vapor. For example, a bubble jet head may be configured to dispense the aerosol precursor composition to the atomizer. The bubble jet head may be fixedly coupled to the atomizer. The bubble jet head may include a precursor inlet, an ejection heating element, and a precursor nozzle. The atomizer may include a vaporization heating element.

Abstract: The present invention relates to TLR2 agonist compounds and their compositions, and the use of such compounds and compositions in the prevention and/or treatment of respiratory infections, or diseases or conditions associated with viral or bacterial infections.

Abstract: The present disclosure relates to aerosol delivery devices. The aerosol delivery devices include mechanisms configured to deliver an aerosol precursor composition from a reservoir to an atomizer including a vaporization heating element to produce a vapor. For example, a bubble jet head may be configured to dispense the aerosol precursor composition to the atomizer. The bubble jet head may be fixedly coupled to the atomizer. The bubble jet head may include a precursor inlet, an ejection heating element, and a precursor nozzle. The atomizer may include a vaporization heating element.

Abstract: A paint removal booth assembly includes a paint removal booth that defines an interior and includes an entry door for allowing a skid having built-up paint overspray to enter the interior. A platform is disposed within the interior of the paint removal booth adjacent to the entry door for receiving the skid. At least one laser ablation device is disposed in the interior of the paint removal booth and configured to generate and direct a laser beam towards the skid for ablating the built-up paint overspray from the skid and generating ablated paint particles in the interior of the paint removal booth. A debris capturing assembly is disposed in fluid communication with interior of the paint removal booth for drawing the ablated paint particles from the interior of the paint removal booth and directing them to a collection drum disposed in an environment outside of the paint removal booth.

Abstract: A system, apparatus and method are provided for processing articles. The system includes subsystems for synthesizing, pre-treating, conducting a vapor phase coating process and post-treating articles in the form of powders and solid or porous workpieces. The apparatus permits vapor phase synthesis, treatment and deposition processes to be performed with high efficiency and at high overall throughput. The methods include converting solids, liquids or gases into gaseous and solid streams that can be separated or exchanged with or without treatment and/or coating steps, and produce optimized composite articles for specific applications.

Abstract: The present invention relates to TLR2 agonist compounds and their compositions, and the use of such compounds and compositions in the prevention and/or treatment of respiratory infections, or diseases or conditions associated with viral or bacterial infections.

Abstract: A formation detection system comprising: one or more sensors located above a sheet of paper, located below the sheet of paper, or both and one or more lights that illuminate all or a portion of the sheet of paper passing by the one or more sensors so that the one or more sensors monitor formation of the paper comprising: orientation of fibers within the sheet of paper, wherein the formation detection system is configured to monitor the sheet of paper before a press section, within the press section, before a dryer section, within the dryer section, after the dryer section, or a combination thereof of a paper machine; and wherein the one or more sensors are movable in a cross-machine direction across the sheet of paper within the paper machine.

Abstract: A formation detection system comprising: (a) one or more sensors and (b) one or more lights that illuminate a location of interest so that the one or more sensors can monitor the location of interest; wherein one of the one or more sensors are located substantially planar with a wire of a paper machine and proximate to a slice opening so that the one of the one or more sensors is adjacent to a cut through so that the one of the one or more sensors is capable of measuring stock above the wire and removed water below the wire, and wherein the one of the one or more sensors is capable of measuring a distance between an impingement location of a stock jet and the wire from a forming board.

Abstract: Exemplary embodiments provide methods, mediums, and systems for comparing a sample of interest to a library of known compounds to quickly determine how similar the sample is to the compounds in the library. Peaks of interest in the sample data are compared to corresponding peaks in the library compound data. These peaks may be represented as vectors, and an angle between the sample vector and the library vector may be used as a similarity metric. In some embodiments, a cosine similarity may be calculated for the vectors. If the similarity score for a given library compound/sample pair exceed a threshold, then the system determines that the library compound and the sample are similar and takes appropriate action. Various parameters associated with the comparison can be adjusted in order to improve the quality of the results and/or the efficiency of the process.

Abstract: Monocot plants heterozygous for centromeric histone 3 (CenH3) and optionally expressing gene editing constructs, for use in inducing haploids of a monocot target plant and optionally pass-through gene editing are provided. The monocot haploid inducer plants are typically composed of diploid plant cells having only one allele encoding a functional CENH3 protein. The diploid plant cells can also include, for example, one CenH3 allele encoding non-functional CENH3 protein. In some embodiments, the allele encoding non-functional CENH3 protein is a frameshift mutation, protein null allele, an RNA null allele, or a combination thereof. The monocot haploid inducer plant can also include gene editing machinery, such as a site-directed nuclease and optionally a guide RNA stably expressed by cells of the monocot plant. Methods of inducing formation of a target haploid monocot plant while optionally simultaneously modifying the target monocot plant’s genome are also provided.

Abstract: The present invention relates to TLR2 agonist compounds and their compositions, and the use of such compounds and compositions in the prevention and/or treatment of respiratory infections, or diseases or conditions associated with viral or bacterial infections.

Abstract: Disclosed is an improved string saddle or yoke that can have a string bent thereover without causing a separation of the string's windings.