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: A system and method automatically repairs a reference corresponding to a missing constraint of a component feature in a computer aided drafting (CAD) environment. A first component is identified where the reference indicates the missing component feature belongs. A solid or surface body of the first component is identified. A candidate replacement feature of the first solid or surface body is identified. The candidate replacement feature is compared with the missing feature. If the candidate comparison meets a predetermined criteria, the missing constraint reference is replaced with a reference to the candidate replacement feature.

Abstract: A system and method automatically repairs a reference corresponding to a missing constraint of a tessellated component feature in a computer aided drafting (CAD) environment. A first component is identified where the reference indicates the missing component feature belongs. A solid or surface body of the first component is identified. A candidate replacement feature of the first solid or surface body is identified. The candidate replacement feature is compared with the missing feature. If the candidate comparison meets a predetermined criteria, the missing constraint reference is replaced with a reference to the candidate replacement feature.

Abstract: A mounting system for an image capture device that includes three pivotably connected arms is disclosed. The first arm includes a first fastener that is lockable and unlockable to allow for connection and disconnection of the image capture device, and a second fastener that is lockable and unlockable to regulate the position of the image capture device relative to the first arm. The mounting system further includes a third fastener that is lockable and unlockable to regulate the relative positioning between the first arm and the second arm, and a fourth fastener that is lockable and unlockable to regulate the relative positioning between the second arm and the third arm. Whereas the first fastener is removable, each of the second, third, and fourth fasteners is captive to (nonremovable from) the mounting system.

Abstract: Provided are a resource management system and method, which can be implemented in the context of autonomously navigating vehicles, such as autonomous mobile robots (AMRs). A route and a graph network are provided, wherein the graph network comprises interconnected nodes representing resources in an environment. The resources include shared spaces and non-shared spaces accessible by the vehicle navigating the route. A resource manager module analyzes the route based on the graph network to determine one or more sets of related shared spaces on the route; applies an ordering algorithm to generate a hierarchy associated with each set of related shared spaces; and, for each set of related shared spaces, generates a set of behaviors to be executed by the vehicle to request access to the set of related shared spaces based on the associated hierarchy.

Abstract: A system comprises a storage system comprising one or more storage devices and a storage controller operatively coupled to the storage system, the storage controller comprising a processing device, the processing device to receive first raw data from a first tenant of the storage system to a first non-volatile memory express (NVMe) input/output (I/O) queue of the storage system. The processing device further to determine that the first NVMe I/O queue corresponds to a first key, wherein the first key corresponds to the first tenant. The processing device further to encrypt the first raw data using the first key to generate first encrypted data. The processing device further to store the first encrypted data on the storage system.

Abstract: A method for determining the presence, absence or amount of two or more target polynucleotides in a sample comprising additional components, the method comprising: (i) contacting the sample with a panel of two or more probes under conditions suitable for hybridisation of the target polynucleotides to the probes, wherein: (a) each probe comprises a non-hybridisation region and a hybridisation region that specifically hybridises to one of the target polynucleotides to form a hybridised probe; and (b) the hybridisation region of a probe of the panel comprises one or more non-natural nucleotides; (ii) contacting the sample prepared in step (i) with a transmembrane pore through which a single stranded polynucleotide but not a double stranded polynucleotide can pass and applying a potential difference to the transmembrane pore such that the hybridised probes in the sample interact with the pore; (iii) measuring current blockades having a duration within a defined window, wherein: (a) the one or more non-natu

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: Magnetically-assisted mechanical gear systems and other power transmission systems, and related methods of operation and assembly, are disclosed herein. In an example embodiment, such a system includes a driving gear, a driven gear, and a first magnetomotive force (MMF) source that generates a magnetic flux. A first portion of the flux is communicated between at least one driving gear teeth and at least one driven gear teeth so that one or more magnetic forces are exerted between the gears. When the first rotational movement of the driving gear alternates from being in the first rotational direction to being in a third rotational direction opposite the first rotational direction, then the driven gear is driven by the one or more magnetic forces so that the second rotational movement also alternates, and a first amount of backlash movement between the driving and driven gears is avoided or reduced.

Abstract: Discussed are DevOps systems, methods, and apparatuses that provide a solution for organizing, reporting, and facilitating the automation of deploying infrastructure, platform, and application code for an IT enterprise. A logical data model for organizing components of the DevOps approach may include inventories for systems, environments, applications, resources, and deployments. A set of components may be built to provide an organizational structure to collect, report, and facilitate the automation of applications and the deployments of those applications across the enterprise. An artifact inventory may be used to request a deployment of specific versions of artifacts to an environment, providing a complete picture of what the environment should contain after a deployment. This inventory may be linked to business-level system inventory tracking as well as low-level computing resource tracking to provide a complete picture of total cost of ownership.

Abstract: In one embodiment, a method includes receiving, by a first computing device from a user of the first computing device, a request to locate a tracking device associated with the first computing device. The method includes sending, by the first computing device to a tracking system server in response to receiving the request to locate the tracking device from the user of the first computing device, a request for a location of the tracking device. The method includes receiving, by the first computing device from the tracking system server, a location of the tracking device, the location of the tracking device being a location associated with the tracking device determined by a second computing device of the plurality of computing devices and provided by the second computing device in response to the second computing device receiving a signal from the tracking device.

Abstract: Embodiments of a cell culture incubator system provided herein have two or more individual incubators and atmospheric regulation system configured to regulate atmospheric conditions within the environmental chamber of each individual incubator. The atmospheric regulation system has a single integrated controller system that controls atmospheric regulation of each of the individual incubators independently of the one or more other individual incubators. Atmospheric conditions within each of the individual incubators include at least the oxygen level and the total gas pressure, which are regulated independently of each other.

Abstract: Systems and methods for landmark-based localization of an autonomous vehicle (“AV”) are described herein. Implementations can generate a first predicted location of a landmark based on a pose instance of a pose of the AV and a stored location of the landmark, generate a second predicted location of the landmark relative to the AV based on an instance of LIDAR data, generate a correction instance based on the comparing, and use the correction instance in generating additional pose instance(s). Systems and methods for validating localization of a vehicle are also described herein. Implementations can obtain driving data from a past episode of locomotion of the vehicle, generate a pose-based predicted location of a landmark in an environment of the vehicle, and compare the pose-based predicted location to a stored location of the landmark in the environment of the vehicle to validate a pose instance of a pose of the vehicle.

Abstract: The present invention relates to a bioreactor for the catalytic conversion of a substrate to a product using an immobilized enzyme. The immobilized enzyme is a histidine tagged enzyme, which binds to a nickel-nanoparticle coated cellulose matrix which is housed within the bioreactor. The invention also relates to methods of producing products by enzymatic catalysis using the bioreactor of the invention.

Abstract: The present invention provides a novel method for detecting replication competent virus in a test sample. The method comprises culturing and diluting a plurality of individual cell culture aliquots comprising virus-permissive cells and a portion of the test sample, followed by testing for the presence of replication competent virus. The method may be used in parallel with a positive control, which is also provided herein.

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 comprise one or more machine learned models, each of which may be trained to output one or more occupancy maps based at least in part on sensor data of different types. The occupancy maps may include a prediction of whether at least a portion of an environment is occupied at a future time by any one of multiple object types. Occupancy maps associated with a same time may be aggregated into a data structure that may be used to validate, reject, or replace the trajectory.

Abstract: A switch includes a plurality of ingress ports, a plurality of egress ports, and a plurality of buffers comprising a buffer coupled to each ingress port, egress port pair. An ingress port is to determine a plurality of potential egress ports for a packet. The ingress port is to select an egress port of the plurality of potential egress ports based on congestion of the corresponding buffers coupled to the ingress port and to each of the plurality of potential egress ports. The ingress port is to place the packet into the corresponding buffer coupled to the ingress port and the selected egress port.

Abstract: Disclosed herein, in certain instances, are methods, systems and kits for the diagnosis, prognosis and determination of cancer progression of a cancer in a subject. Further disclosed herein, in certain instances, are methods, systems and kits for determining the treatment modality of a cancer in a subject. The methods, systems and kits comprise expression-based analysis of biomarkers. Further disclosed herein, in certain instances, are probe sets for use in assessing a cancer status in a subject. Further disclosed herein are classifiers for analyzing a cancer.