Abstract: In one aspect, an example method includes: (i) proximate a time period during which a current segment of media content is output for presentation by a content-presentation device, detecting an occurrence of a trigger event; (ii) responsive to detecting the occurrence of the trigger event, obtaining related segment metadata associated with one or more related segments of media content that are separate from, but contextually related to, the current segment; and (iii) proximate a time point at which the trigger event occurred, causing the obtained related segment metadata to be output for presentation.

Abstract: In some embodiments, a machine learning model may be accessed and used to generate a likelihood score related to a condition. In some embodiments, pre-computed vectors may be derived from a training dataset used to build the machine learning model, and the pre-computed vectors may be used to generate processed data from target data derived from a target sample. The machine learning model may then be used on the processed data to generate the likelihood score related to the condition. As an example, subsets of the training dataset may be randomly selected, and the pre-computed vectors may be derived from the randomly-selected subsets of the training dataset. The pre-computed vectors may be applied to the target data to generate the processed data. In one use case, for example, the target data may be normalized using the pre-computed vectors.

Abstract: A row unit for an agricultural seeding implement includes a linkage assembly having a head bracket configured to couple the row unit to a toolbar. The linkage assembly also includes a body, a top link pivotally coupled to the head bracket and to the body, and a bottom link pivotally coupled to the head bracket and to the body. Furthermore, the row unit includes a first opener assembly pivotally coupled to one of the top link or the bottom link via a pivot joint positioned forward of the body with respect to a direction of travel of the row unit. The row unit also includes a pivot control assembly configured to control rotation of the first opener assembly about the pivot joint. In addition, the row unit includes a second opener assembly coupled to the body, and a packer wheel assembly movably coupled to the body.

Abstract: The present invention relates to compounds of Formula (I) shown below that function as degraders of ERK5 kinase: wherein R1, R2, R3, X1, L and Q are each as defined herein. The compounds are useful for the treatment of: a fibrotic disease; a proliferative condition, e.g. cancer; diabetes; pain; and/or a central nervous system (CNS) disorder.

Abstract: In some embodiments, a machine learning model may be accessed and used to generate a likelihood score related to a condition. In some embodiments, pre-computed vectors may be derived from a training dataset used to build the machine learning model, and the pre-computed vectors may be used to generate processed data from target data derived from a target sample. The machine learning model may then be used on the processed data to generate the likelihood score related to the condition. As an example, subsets of the training dataset may be randomly selected, and the pre-computed vectors may be derived from the randomly-selected subsets of the training dataset. The pre-computed vectors may be applied to the target data to generate the processed data. In one use case, for example, the target data may be normalized using the pre-computed vectors.

Abstract: Provided herein are devices and dosage forms useful in delivering macromolecular active ingredients or drugs, such as proteins, peptides and nucleic acids, through epithelial membranes, such as intestinal epithelium. Also provided are trans-epithelial drug delivery methods and methods of treatment of diabetes or insulin resistance, or to induce weight loss.

Abstract: Multi-semiconductor SSPCs that solve bus level problems affecting systems as well as controller level problems affecting individual multi-semiconductor SSPCs are disclosed. Bus level and controller level problems adversely affect multi-semiconductor SSPCs and their associated systems. The disclosed multi-semiconductor SSPCs solve both bus level and controller level problems by implementing controlled rate-change of voltage (dv/dt) ramp-on rate, to ensure that the voltage on the input bus does not collapse when a multi-semiconductor SSPC is commanded closed and that a minimum amount of power is being dissipated evenly across the switching semiconductors.

Abstract: A fishing outrigger including a telescoping outrigger assembly is provided. The outrigger assembly may include a cantilever spring assembly, at least two telescoping tubes, a central spring, a stabilizer base and pole, and at least one mounting body. The cantilever spring assembly may be adapted to lock the extended telescoping tubes securely in place and allow for easy retraction. The cantilever spring assembly may be coupled to the stabilizer base, both of which may ride along the outside of a telescoping tube. Mounting assemblies may be disposed at the ends of the outrigger assembly and be adapted to secure the outrigger assembly to a boat or other vehicle.

Abstract: A method, apparatus, and computer-readable medium for artifact attribution is provided. The method can be performed by a generative system, or generative AI. The method can include storing a proprietary artifact created by a creator and terms of use for usage of the proprietary artifact defined by the creator. The method can also include generating a new artifact based on the proprietary artifact and the user's rights to the proprietary artifact. The method can also include determining an attribution for the new artifact.

Abstract: A row unit system for a seeder includes a frame, a parallel linkage configured to couple the frame to a mount associated with a toolbar of the seeder, an opener disc rotatably coupled to the frame, and a packer wheel assembly. The packer wheel assembly includes a packer wheel arm pivotally coupled to the frame, a packer wheel rotatably coupled to the packer wheel arm, and a packer wheel actuator pivotally coupled to the packer wheel arm and the frame, wherein the packer wheel actuator is configured to control a downforce applied by the packer wheel to soil.

Abstract: A trigger mechanism having a hammer, a trigger member, movable ejector lever, and locking member. The trigger member being forced to the set position by the hammer during rearward pivoting. A locking member is adapted to move between a first position at which the locking member mechanically blocks the trigger member from moving to the released position and a second position at which the locking member does not mechanically block the trigger member allowing the trigger member to be moved to the released position. The locking member is spring biased toward the first position and moved against the spring bias to the second position by contact from the movable ejector lever during forward movement of the bolt carrier as the bolt carrier reaches a substantially in-battery position.

Abstract: A trigger mechanism having a hammer, a trigger member, disconnector, movable ejector lever, locking member, and safety the trigger member. The trigger member being forced to the set position by the hammer during rearward pivoting. A locking member is adapted to move between a first position at which the locking member mechanically blocks the trigger member from moving to the released position and a second position at which the locking member does not mechanically block the trigger member allowing the trigger member to be moved to the released position. The locking member is spring biased toward the first position and moved against the spring bias to the second position by contact from the movable ejector lever during forward movement of the bolt carrier as the bolt carrier reaches a substantially in-battery position. The safety selector is adapted to pivot between safe, standard semi-automatic, and forced reset semi-automatic positions.

Abstract: An air flow calibration system for an agricultural system includes a controller configured to receive first sensor signals indicative of a set of upstream air pressures and second sensor signals indicative of downstream air pressures. The controller is also configured to iteratively determine a variance delta based on the pressures, compare the variance delta to a threshold value, and output a first output signal to decrease an air flow rate by a first amount until the variance delta is greater than the threshold value. The controller is configured to iteratively output a second output signal to increase the air flow rate by a second amount, determine the variance delta, and compare the variance delta to the threshold value until the variance delta is less than or equal to the threshold value. The controller is configured to determine a plugging condition is terminated, and store a calibration value.

Abstract: A plug detection system for an agricultural system includes a controller configured to receive first sensor signals indicative of a set of upstream air pressures. The controller is configured to receive second sensor signals indicative of a set of downstream air pressures. The controller is configured to determine a downstream pressure variance based on the set of downstream air pressures. The controller is configured to determine a set of pressure drops based on the set of upstream air pressures and the set of downstream air pressures, and the controller is configured to determine a pressure drop variance based on the set of pressure drops. The controller is configured to determine a variance delta based on the pressure drop variance and the downstream pressure variance, and the controller is configured to identify an impending plugging condition in response to determining the variance delta is greater than a threshold value.

Abstract: A collision avoidance system may validate, reject, or replace a trajectory generated to control a vehicle. The collision avoidance system may comprise a secondary perception component that may receive sensor data, receive and/or determine a corridor associated with operation of a vehicle, classify a portion of the sensor data associated with the corridor as either ground or an object, determine a position and/or velocity of at least the nearest object, determine a threshold distance associated with the vehicle, and control the vehicle based at least in part on the position and/or velocity of the nearest object and the threshold distance.

Abstract: A method for controlling a material flow rate from a metering system of an agricultural system includes receiving at a controller, a weight of a material in a storage tank. The method also includes receiving, at the controller, a volume of the material in the storage tank. The method also includes determining, via the controller, a density of the material in the storage tank using the weight of the material in the storage tank and the volume of the material in the storage tank. The method further includes determining, via the controller, a calibration of the metering system based on the density of the material in the storage tank.

Abstract: In one aspect, a system for providing downforce control includes a seeder including a plurality of row units. One or more actuators are operably coupled with the plurality of row units and configured to adjust a downforce of the plurality of row units. A sensor is configured to detect one or more seeding parameters. A computing system is configured to control the operation of the plurality of row units. The computing system is further configured to receive an input associated with a target depth range of the row unit into an underlying field, receive data related to one or more seeding parameters, receive data related to an actual seeding depth; generate a command signal based on a differential between the actual seeding depth and the target depth range; and generate a force command for the one or more actuators to adjust a downforce of the plurality of row units.

Abstract: A chronograph system has with a set of co-located start planes and a set of co-located stop planes spaced from the start planes, thereby minimizing measurement differences.

Abstract: An online concierge system generates an aggregated lift score for a test feature for the online concierge system. The online concierge presents prioritized items from a set of item groups to two sets of users: a test set and a control set. The online concierge system uses the test feature to present prioritized items to users in the test set, and the online concierge system uses existing functionality to present prioritized items to users in the control set. For each test group, the online concierge system creates holdout subsets out of the test set and the control set. The online concierge system tracks user interactions with items in an item group and computes a group lift score for the item group. The online concierge system generates an aggregated lift score for the test feature based on the group lift scores and presents items to users based on the aggregated lift score.

Abstract: An agricultural system includes an agricultural implement comprising a plurality of ground engagement tools, wherein each ground engagement tool of the plurality of ground engagement tools is configured to engage soil of a field. Additionally, the agricultural system includes a controller with a memory and a processor, wherein the controller is configured to receive a signal indicative of a speed of a rotational element of the agricultural implement, determine that a difference between the speed of the rotational element and an expected speed of the rotational element of the agricultural implement is greater than a threshold, wherein the expected speed of the rotational element is associated with a no-slip operating condition of the agricultural implement, and reduce an engagement between at least one ground engagement tool of the plurality of ground engagement tools and the soil in response to the difference being greater than the threshold.