Abstract: Disclosed are systems and methods for XBRL tag suggestion and validation. In some embodiments, the method includes the steps of: receiving an XBRL document associated with one or more assigned XBRL tags; analyzing the XBRL document using a trained machine learning model to generate one or more suggested XBRL tags and determine one or more corresponding confidence values; comparing the one or more assigned XBRL tags with the one or more suggested XBRL tags to generate comparison results; and determining a tag confidence value associated with each assigned XBRL tag of the one or more assigned XBRL tags based on the comparison results.

Abstract: Sterilizable enzymatic sensors and sensor assemblies are provided, the enzymatic sensor including at least one enzymatic sensing membrane located at or near a distal tip of the enzymatic sensor. A sensor assembly may be packaged in a partially assembled state within a flexible package, at least a portion of which is permeable to ethylene oxide (ETO). The sensor assembly may also include a flexible tube which can be connected to the enzymatic sensor such that a distal section of the enzymatic sensor is positioned within an interior of the flexible tube, and a distal tube cap connected to a distal end of the flexible tube, the cap including an internal passage allowing passage of the distal tip of the enzymatic sensor therethrough, a plurality of filtered ports, and a gasket dimensioned to form a fluid-tight seal when a portion of the sensor is inserted through the gasket. The sensor assembly may also include a sealing membrane to occlude a distal end of the internal passage of the distal tube cap.

Abstract: Systems and methods for dynamic and automated control of a heating appliance based on atmospheric pressure conditions are provided. Particularly, a controller of the heating appliance may be configured to automatically adjust the amount of gas and/or air provided to the combustion chamber of the heating appliance based on changes in atmospheric pressure in the environment of the heating appliance. Changes in atmospheric pressure may impact the combustion process within the heating appliance, which may lead to inefficiencies in the operation of the heating appliance if the rate at which gas and/or air is provided remain constant during pressure changes. To mitigate these impacts, a barometric pressure sensor may be used to measure the atmospheric pressure at any given time and may provide this data to the controller. The controller may then adjust the rate at which gas and/or air is provided within the heating appliance to reduce such inefficiencies.

Abstract: A method includes scanning a network having a first and second host, obtaining, via the scanning, a first and second type information of the first and second host, respectively, the first or second type information including a device category, obtaining, via the scanning, a first and second scaling factor of the first and second host, respectively, calculating, a first criticality score of the first host based on the first type information and the first scaling factor, calculating a second criticality score of the second host based on the second type information and the second scaling factor, calculating a first host risk score (HRS) for the first host based on the first criticality score, calculating a second HRS for the second host based on the second criticality score, and applying a security patch on the first host prior to the second host first HRS is higher than the second HRS.

Abstract: A crop prediction system performs various machine learning operations to predict crop production and to identify a set of farming operations that, if performed, optimize crop production. The crop prediction system uses crop prediction models trained using various machine learning operations based on geographic and agronomic information. Responsive to receiving a request from a grower, the crop prediction system can access information representation of a portion of land corresponding to the request, such as the location of the land and corresponding weather conditions and soil composition. The crop prediction system applies one or more crop prediction models to the access information to predict a crop production and identify an optimized set of farming operations for the grower to perform.

Abstract: A method includes scanning a plurality of hosts in a network to obtain risk information of each instance of vulnerability associated with each host during a period, calculating a vulnerability risk score (VRS) for each instance of the vulnerability based on the associated risk information, determining a number of vulnerabilities associated with each of the plurality of hosts during the period, obtaining a criticality score of each of the plurality of hosts, obtaining for each host, a representative VRS based at least in part on the VRS for each instance of vulnerability associated with the host, calculating a host risk score (HRS) for each host based on the representative VRS, the number of vulnerabilities and the criticality score of the host, calculating a network risk score (NRS) for the network based on the HRSs, and facilitating a security action based on the HRS for each host and the NRS.

Abstract: A turbine engine having a disk, a composite airfoil assembly and a pitch snubber. The disk having a slot. The composite airfoil assembly having an airfoil portion and a dovetail portion. The dovetail portion having a radially inner surface spaced from the slot to define a gap therebetween. The pitch snubber being provided on one of the slot or the radially inner surface of the dovetail portion.

Abstract: A system having a radiating element is disclosed. The radiating element may include a plurality of higher order floquet mode scattering (HOFS) layers including at least a lowest layer unit cell, a middle layer unit cell, and a highest layer unit cell. The radiating element may also include a stripline feed layer having a ground plane layer. The ground plane layer is configured in at least one of a non-equilateral triangular grid unit cell or an equilateral triangular grid., one or more horizontal and vertical polarization stripline feeds, one or more horizontal and vertical polarization ground plane slots, and one or more ground vias to create an evanescent waveguide for resonance free stripline to radiating element coupling.

Abstract: A liquid concentrate generation system may comprise a manifold having an inlet receptacle including a first piercing member, an outlet receptacle including a second piercing member, and a flow channel connecting the inlet receptacle and outlet receptacle. The system may further comprise a cartridge having an inlet port and an outlet port sealed by a respective first and second cover. The inlet and outlet port may be respectively configured to displace within the inlet receptacle and outlet receptacle from an unspiked position to a spiked position. First and second piercing members may be in communication with the flow channel and spaced apart respectively from the first and second cover in the unspiked position. The first and second piercing members may be isolated from the flow channel and may respectively puncture the first and second cover in the spiked position.

Abstract: A doorbell including a housing and mount that can be engaged such that the housing is pivotable or otherwise movable relative to the mount for engagement with the mount and/or for activation of a doorbell switch. A latch can secure the housing to the mount so the housing is secured to the mount. A switch located in a space defined by the housing and mount can be actuated based on movement of the housing relative to the mount.

Abstract: Spacecraft servicing systems include a spacecraft servicing device and at least one mission extension pod comprising at least one spacecraft servicing component. The spacecraft servicing device is configured to transfer the at least pod to a target spacecraft in order to service the target spacecraft with the at least one spacecraft servicing component of the at least one pod. Spacecraft servicing pods configured to be supplied to a spacecraft with a spacecraft servicing device include at least one spacecraft servicing component.

Abstract: The present invention relates to novel protein pores and their uses in analyte detection and characterisation. The invention particularly relates to an isolated pore complex formed by a CsgG-like pore and a modified CsgF peptide, or a homologue or mutant thereof, thereby incorporating an additional channel constriction or reader head in the nanopore. The invention further relates to a transmembrane pore complex and methods for production of the pore complex and for use in molecular sensing and nucleic acid sequencing applications.

Abstract: In some aspects, the devices, systems and methods described herein include an energy harvesting devices that include a housing, first magnet and/or spring provided at a first end of the housing, a second magnet and/or spring provided at a second end of the housing, a free magnet that is configured to oscillate between one or more turns of wire in response to a vibration of the housing, which causes a voltage to be induced between terminal ends of the turns of wire. In some aspects, the terminal ends of the turns of wire can be coupled to a passive energy harvesting circuit that is configured to rectify/filter the voltage produced by the device, store the energy in passive storage components (e.g., capacitors) and use the stored energy to communicate information regarding the vibrations to a user device (e.g., via RF communication).

Abstract: A turbo engine for an aircraft includes a gas turbine engine having a fuel system to provide fuel to a combustion section. The fuel system includes a variable displacement pump driven by an accessory gearbox that is powered by a shaft of the gas turbine engine. The variable displacement pump has an inlet side and an outlet side. The variable displacement pump includes an actuator configured to adjust a discharge flow rate of the variable displacement pump. The fuel system also includes a fuel metering valve configured to receive pressurized fuel from the variable displacement pump and control a flow rate of the pressurized fuel to the combustion section. The fuel system further includes a bypass valve fluidly coupling the outlet side and the inlet side of the variable displacement pump to direct an excess portion of the pressurized fuel at the outlet side back to the inlet side.

Abstract: A method for generating a probability for a first action of a sporting event by implementing a feature set, the method including: obtaining an initial set of data relating to the first action of a sporting event, the initial set of data including at least a position of a first player on a surface and a position of a target area on the surface; generating, by a machine learning model, an initial projected scoring probability based on the initial set of data; generating a feature set relating to the sporting event; and modifying, by the machine learning model, the initial projected scoring probability to an updated scoring probability using the feature set.

Abstract: In examples, a clutch assembly includes a first clutch member disposed near a first end of a first shaft. The first clutch member defines a first surface. The first shaft includes a starter motor coupled to a second end of the first shaft. The clutch assembly includes a second clutch member disposed near a first end of a second shaft. The second clutch member defines a second surface opposing the first surface, and the second shaft includes an accessory gearbox of a gas turbine engine coupled to a second end of the second shaft. The surfaces of the first and second clutch member engage such that rotational motion is transferred between the first clutch member and the second clutch member. The first clutch member and the second clutch member are configured to passively disengage from each other and actively reengage with each other.

Abstract: The present disclosure relates to systems, methods, and devices for controlling charging of vehicles, to avoid charging during charge-adverse time periods or during charge restriction events. This can advantageously reduce cost to vehicles owners, and or provide access to reward incentives. Further, power distribution entities (utility providers) advantageously have increased control over power distribution to avoid over-burdening of power distribution infrastructure. Further, systems and methods for determining or inferring whether a vehicle is connected to a charge station are described, which can be used to inform automatic restriction of vehicle charging.

Abstract: A container comprises a first pocket to store at least one item and a second pocket having an outer sidewall that is an inner sidewall of the first pocket. The container also comprises a pocket cover stowable in the second pocket while not used for covering the at least one item stored in the first pocket, wherein the pocket cover is configured to be removed from the second pocket and to cover the first pocket and the at least one item stored in the first pocket.

Abstract: Flow-metering fuel systems and related methods are disclosed. An example apparatus includes a pipe defining a flow path for fuel, the pipe fluidly coupled to a combustor, a first portion of the pipe having a first cross-sectional area, a second portion of the pipe having a second cross-sectional area smaller than the first cross-sectional area, the second portion downstream of the first portion, and an actuator to adjust a flow rate of the fuel in the pipe based on a first pressure of the fuel in the first portion of the pipe, a second pressure of the fuel in the second portion of the pipe, and a temperature of the fuel.

Abstract: The electronic device may invoke a host application. The device may display a first host user interface on the display, the first host user interface including a first host user interface component associated with a child application. In response, the device may invoke, using the host application, the child application executed at the electronic device. The device may transmit, using the host application, a request for data associated with a child user interface component to the child application. The device may transmit, using the child application, the request for data associated with the child user interface component to a child application server, wherein the data associated with the child user interface component is inaccessible by the host application. The device may receive, using the child application, the data associated with the child user interface component from the child application server. The device may display the child user interface component.