Abstract: A computing system includes: processor(s), memory(s), storage device(s), and network interface(s) configured to communicate with data source(s) and remotely located computing device(s). The network interface(s) receives data regarding a digital product catalog representation of products from the data source(s). The processor(s): generates a respective score for the digital product catalog representation for each respective product, the score indicative of adherence of the digital product catalog representation for each respective product to at least one criterion; stores the respective score for the digital product catalog representation for each respective product using the at least one storage device; and identifies which products provide the greatest opportunity for sales improvement by improving adherence of the digital product catalog representation to the at least one criterion.

Abstract: A gas turbine power plant comprises a gas turbine, a power turbine, a clutch, an electrical generator and a controller. The power turbine is fluidly connected to the gas turbine without any mechanical connection. The clutch comprises an input mechanically connected to the power turbine and an output mechanically connected to the electric generator. The controller can identify that a speed of the electric generator is greater than a speed of the power turbine, determine a difference between the speed of the electric generator and the power turbine, in response to the difference being greater than a threshold, control the gas turbine to a first maximum acceleration of the power turbine, and in response to the difference being equal or less than to the threshold, control the gas turbine to a second maximum acceleration of the power turbine that is less than the first maximum acceleration.

Abstract: A gas turbine power plant comprises a gas turbine, a power turbine, a clutch, an electrical generator and a controller. The power turbine is fluidly connected to the gas turbine without any mechanical connection. The clutch comprises an input mechanically connected to the power turbine and an output mechanically connected to the electric generator. The controller can identify that a speed of the electric generator is greater than a speed of the power turbine, determine a difference between the speed of the electric generator and the power turbine, in response to the difference being greater than a threshold, control the gas turbine to a first maximum acceleration of the power turbine, and in response to the difference being equal or less than to the threshold, control the gas turbine to a second maximum acceleration of the power turbine that is less than the first maximum acceleration.

Abstract: A mismatch between model-based classifications produced by a first version of a machine learning threat discernment model and a second version of a machine learning threat discernment model for a file is detected. The mismatch is analyzed to determine appropriate handling for the file, and taking an action based on the analyzing. The analyzing includes comparing a human-generated classification status for a file, a first model version status that reflects classification by the first version of the machine learning threat discernment model, and a second model version status that reflects classification by the second version of the machine learning threat discernment model. The analyzing can also include allowing the human-generated classification status to dominate when it is available.

Abstract: A computing system includes: processor(s), memory(s), storage device(s), and network interface(s) configured to communicate with data source(s) and remotely located computing device(s). The network interface(s) receives data regarding a digital product catalog representation of products from the data source(s). The processor(s): generates a respective score for the digital product catalog representation for each respective product, the score indicative of adherence of the digital product catalog representation for each respective product to at least one criterion; stores the respective score for the digital product catalog representation for each respective product using the at least one storage device; and identifies which products provide the greatest opportunity for sales improvement by improving adherence of the digital product catalog representation to the at least one criterion.

Abstract: A mismatch between model-based classifications produced by a first version of a machine learning threat discernment model and a second version of a machine learning threat discernment model for a file is detected. The mismatch is analyzed to determine appropriate handling for the file, and taking an action based on the analyzing. The analyzing includes comparing a human-generated classification status for a file, a first model version status that reflects classification by the first version of the machine learning threat discernment model, and a second model version status that reflects classification by the second version of the machine learning threat discernment model. The analyzing can also include allowing the human-generated classification status to dominate when it is available.

Abstract: A mismatch between model-based classifications produced by a first version of a machine learning threat discernment model and a second version of a machine learning threat discernment model for a file is detected. The mismatch is analyzed to determine appropriate handling for the file, and taking an action based on the analyzing. The analyzing includes comparing a human-generated classification status for a file, a first model version status that reflects classification by the first version of the machine learning threat discernment model, and a second model version status that reflects classification by the second version of the machine learning threat discernment model. The analyzing can also include allowing the human-generated classification status to dominate when it is available.

Abstract: A computerized interactive method, system and computer program product is provided for managing a person's health and lifestyle through self-managing controlled notifications, feedback, and alerts are disclosed. Embodiments provide computerized self-management and compliance scheme that does not require third party intervention or treatment options typical with immediate-response or alert-based systems. Monitoring, notification, and alert parameters can be partially or wholly self-managed using a graphical user interface or computerized device interface to enable two-way communication between the person and at least one computer server.

Abstract: A mismatch between model-based classifications produced by a first version of a machine learning threat discernment model and a second version of a machine learning threat discernment model for a file is detected. The mismatch is analyzed to determine appropriate handling for the file, and taking an action based on the analyzing. The analyzing includes comparing a human-generated classification status for a file, a first model version status that reflects classification by the first version of the machine learning threat discernment model, and a second model version status that reflects classification by the second version of the machine learning threat discernment model. The analyzing can also include allowing the human-generated classification status to dominate when it is available.

Abstract: A mismatch between model-based classifications produced by a first version of a machine learning threat discernment model and a second version of a machine learning threat discernment model for a file is detected. The mismatch is analyzed to determine appropriate handling for the file, and taking an action based on the analyzing. The analyzing includes comparing a human-generated classification status for a file, a first model version status that reflects classification by the first version of the machine learning threat discernment model, and a second model version status that reflects classification by the second version of the machine learning threat discernment model. The analyzing can also include allowing the human-generated classification status to dominate when it is available.

Abstract: A computerized interactive method, system and computer program product is provided for managing a person's health and lifestyle through self-managing controlled notifications, feedback, and alerts are disclosed. Embodiments provide computerized self-management and compliance scheme that does not require third party intervention or treatment options typical with immediate-response or alert-based systems. Monitoring, notification, and alert parameters can be partially or wholly self-managed using a graphical user interface or computerized device interface to enable two-way communication between the person and at least one computer server.

Abstract: A computerized interactive method, system and computer program product is provided for managing a person's health and lifestyle through self-managing controlled notifications, feedback, and alerts are disclosed. Embodiments provide computerized self-management and compliance scheme that does not require third party intervention or treatment options typical with immediate-response or alert-based systems. Monitoring, notification, and alert parameters can be partially or wholly self-managed using a graphical user interface or computerized device interface to enable two-way communication between the person and at least one computer server.

Abstract: A mismatch between model-based classifications produced by a first version of a machine learning threat discernment model and a second version of a machine learning threat discernment model for a file is detected. The mismatch is analyzed to determine appropriate handling for the file, and taking an action based on the analyzing. The analyzing includes comparing a human-generated classification status for a file, a first model version status that reflects classification by the first version of the machine learning threat discernment model, and a second model version status that reflects classification by the second version of the machine learning threat discernment model. The analyzing can also include allowing the human-generated classification status to dominate when it is available.

Abstract: A computerized interactive method, system and computer program product is provided for managing a person's health and lifestyle through self-managing controlled notifications, feedback, and alerts are disclosed. Embodiments provide computerized self-management and compliance scheme that does not require third party intervention or treatment options typical with immediate-response or alert-based systems. Monitoring, notification, and alert parameters can be partially or wholly self-managed using a graphical user interface or computerized device interface to enable two-way communication between the person and at least one computer server.

Abstract: One implementation provides a method to provide injection procedure information in an injection system. In this implementation, the method includes displaying a plurality of different injection procedure options in a user interface of said system, wherein said plurality of different injection procedure options including a cardiac procedure option and a non-cardiac procedure option. The method further includes receiving a user selection of an injection procedure from said displayed plurality of different injection procedure options, processing a default set of injection parameters based upon said selected injection procedure, and displaying said default set of injection parameters within the user interface of the system prior to an injection.

Abstract: A medication pump includes a housing including an external wall and a plurality of internal adjoining housings, including a first housing enclosing a cartridge. The pump includes a primary vent for venting the medication pump to atmosphere, the primary vent including a primary liquid barrier allowing passage of gas therethrough while preventing passage of liquid therethrough. The pump includes a secondary vent on the first housing, the secondary vent including a secondary liquid barrier allowing passage of gas therethrough to an interior of the housing while preventing passage of liquid therethrough.

Abstract: To form an ionomer-based catalytic layer on a porous substrate, a heat source (40) is used to dry an ionomer-containing spray (46) so that it does not substantially liquid flow on the substrate (14). The ionomer spray (46) may contain a catalyst. A spray (46) of mixed material for forming the catalytic layer is entrained by a gas stream and is heated and directed to a substrate surface (12). For hydrogen/oxygen fuel cells, catalytic material is incorporated into the proton-conducting membrane (56) to convert diffusing oxygen and hydrogen to water to reduce potential loss at the electrodes and maintain hydration of the proton-conducting membrane (56).

Abstract: To form an ionomer-based catalytic layer on a porous substrate, a heat source (40) is used to dry an ionomer-containing spray (46) so that it does not substantially liquid flow on the substrate (14). The ionomer spray (46) may contain a catalyst. A spray (46) of mixed material for forming the catalytic layer is entrained by a gas stream and is heated and directed to a substrate surface (12). For hydrogen/oxygen fuel cells, catalytic material is incorporated into the proton-conducting membrane (56) to convert diffusing oxygen and hydrogen to water to reduce potential loss at the electrodes and maintain hydration of the proton-conducting membrane (56).

Abstract: An apparatus for softening or “breaking-in” the leather on baseball and softball gloves comprises a cabinet having a hinged cover with a concave center portion of a gum-type rubber. A mushroom shaped ball head extends upwardly from the cabinet surface to engage a glove held in place by the domed cover surface. The ball head rotates and orbits about a bent shaft at a high speed and engages the pocket or other portion of a leather glove. The ball head softens the glove by physical contact as well as friction-induced heat.

Abstract: A container for receiving and holding an object comprises generally parallel front and rear panels, generally parallel side panels, and a bottom panel, the edges of the front, rear and side panels being joined together and being joined with the bottom panel to form a generally bag-like container with an open top. The top edges of the front, rear and side panels are folded toward the bottom panel to form a reinforcing cuff proximate the open top of the container. A support member includes a first portion installed within the cuff and a second portion extending from the first portion out of the cuff and beyond the top of the container. The second support member portion includes an opening for receiving a supporting member for supporting the container in a hanging condition.