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: Disclosed is a method of analysing genetic data about an organism comprising receiving a plurality of input units. Each input unit comprises information about the association between genetic variants in a region of the genome and phenotypes or phenotype combinations. The method comprises carrying out iterations comprising, for each variant determining for which of the phenotypes or phenotype combinations the variant is causal based on the input units. If the variant is causal for phenotypes or phenotype combinations, a sampled effect size is determined of the variant on the phenotypes or phenotype combinations based on the input units and information about correlations between the variants in the region. For each variant, a prediction effect size is determined variant on the phenotypes or phenotype combinations based on an average across the iterations of the sampled effect sizes or of posterior effect sizes calculated using the sampled effect sizes.

Abstract: Disclosed is a method of analysing genetic data about an organism comprising receiving a plurality of input units. Each input unit comprises information about the association between genetic variants in a region of the genome and a target phenotype. One or more iterations are carried out comprising, for each variant, determining whether the variant is causal for the target phenotype. If the variant is causal, a sampled effect size is determined for each input unit based on the input units and correlations between the plurality of genetic variants in the region. The sampled effect size is non-zero for all of the input units. For each variant, a prediction effect size is determined for each input unit based on an average across the iterations of the sampled effect sizes for the input unit or of posterior effect sizes for the input unit calculated using the sampled effect sizes.

Abstract: Systems and methods for continuing interactions across modalities and technologies are disclosed. A method may include: a computer program executed by a backend electronic device receiving, from an in-person digital assistant, identifying information for a customer that is interacting with the in-person digital assistant on a first electronic device; identifying the customer using the identifying information received from the in-person digital assistant; receiving a state of the interaction for the interaction from the in-person digital assistant device and saving the state of the interaction; receiving, from a metaverse digital assistant executed by a second electronic device, the identifying information; identifying the customer using the identifying information; retrieving the saved state of the interaction; and communicating the saved state of the interaction to the metaverse digital assistant.

Abstract: The disclosure relates to analysing genetic data. In one arrangement, a method operates on input data comprising strengths of association between one or more phenotypes including a target phenotype and a plurality of genetic variants. A fine-mapping algorithm is applied to all or a subset of the input data to identify one or more independent phenotype-variant associations. A set of one or more fine-mapped variants is identified for each association. A fine-mapping predictive model is calculated on the basis of the input data and the set of fine-mapped variants. The effect on the target phenotype of the set of fine-mapped variants is subtracted from the input data to obtain residual association data. A machine learning algorithm is applied to the residual association data to identify further predictive correlations between the target phenotype and the plurality of genetic variants.

Abstract: Apparatus for mounting a component in a gas turbine engine, the apparatus comprising: a casing for a gas turbine engine, the casing including a flange; a first connector to connect a component of the gas turbine engine to the casing at a first location adjacent to the flange; and a second connector to connect the component of the gas turbine engine to the casing at a second location adjacent to the flange.

Abstract: An apparatus formed or constructed from a stain resistant fabric or material to be worn as a full body bib that covers individuals of various sizes. The apparatus has an opening at the top to form a neck strap and an opening at the bottom portion to form legs. The neck portion has a closure and the leg portion is formed by an enclosed zipper. The leg portion is constructed with leg straps to secure the bib legs to the individual's legs. A fictitious pocket is attached at the top of the zipper edge.

Abstract: Apparatus for mounting a component in a gas turbine engine, the apparatus comprising: a casing for a gas turbine engine, the casing including a flange; a first connector to connect a component of the gas turbine engine to the casing at a first location adjacent to the flange; and a second connector to connect the component of the gas turbine engine to the casing at a second location adjacent to the flange.

Abstract: The invention relates to methods and compositions that may be used in a pre-soak system which maintains whitening and eliminates concerns of chlorine stability. The compositions and methods may be used for laundry, toilet bowl cleaners, ware wash cleaners, floor cleaners and the like. The system and compositions are particularly suited for laundry in a pre-soak system that includes the use of a “strainer” or basket for accomplishing the pre-soak step. Heavier soils fall to the bottom of the receptacle while greasy soils float to the top.

Abstract: The invention relates to methods and compositions that may be used in a pre-soak system which maintains whitening and eliminates concerns of chlorine stability. The compositions and methods may be used for laundry, toilet bowl cleaners, ware wash cleaners, floor cleaners and the like. The system and compositions are particularly suited for laundry in a pre-soak system that includes the use of a “strainer” or basket for accomplishing the pre-soak step. Heavier soils fall to the bottom of the receptacle while greasy soils float to the top.

Abstract: A system, computer product and method for profiling consumers to recommend a financial transaction instrument having benefits tailored to psychographic characteristics of the consumer. A set of questions is presented to a consumer, in order to determine the psychographic characteristics of the consumer. At least one subset of questions is presented, based on answers to the set of questions, the at least one subset of questions relating more specifically to available benefits. A tailored financial transaction instrument is recommended, having benefits which are based on answers to the at least one subset of questions.

Abstract: A system, computer product and method for presenting a competitive comparison of a recommended financial transaction instrument. A set of questions is presented to a consumer in order to determine psychographic characteristics of the consumer. At least one subset of questions is presented based on answers to the set of questions, the at least one subset of questions relating more specifically to available benefits. A tailored financial transaction instrument is recommended having benefits which are based on answers to the at least one subset of questions. At least one similar competitive financial transaction instrument is presented to the consumer.

Abstract: A system, computer product and method for presenting a competitive comparison of a recommended financial transaction instrument. A set of questions is presented to a consumer in order to determine psychographic characteristics of the consumer. At least one subset of questions is presented based on answers to the set of questions, the at least one subset of questions relating more specifically to available benefits. A tailored financial transaction instrument is recommended having benefits which are based on answers to the at least one subset of questions. At least one similar competitive financial transaction instrument is presented to the consumer.

Abstract: A system, computer product and method for presenting a competitive comparison of a recommended financial transaction instrument. A set of questions is presented to a consumer in order to determine psychographic characteristics of the consumer. At least one subset of questions is presented based on answers to the set of questions, the at least one subset of questions relating more specifically to available benefits. A tailored financial transaction instrument is recommended having benefits which are based on answers to the at least one subset of questions. At least one similar competitive financial transaction instrument is presented to the consumer.

Abstract: A system, computer product and method for presenting a competitive comparison of a recommended financial transaction instrument. A set of questions is presented to a consumer in order to determine psychographic characteristics of the consumer. At least one subset of questions is presented based on answers to the set of questions, the at least one subset of questions relating more specifically to available benefits. A tailored financial transaction instrument is recommended having benefits which are based on answers to the at least one subset of questions. At least one similar competitive financial transaction instrument is presented to the consumer.

Abstract: A process for the extraction of a base metal such as Ni, Co or Zn, from suiphide ore or concentrate containing copper and the base metal comprises the step of subjecting the ore or concentrate to pressure oxidation in the presence of oxygen and an acidic solution containing halide and sulphate ions to produce a product solution containing copper and the base metal. The product solution is subjected to a copper extraction process for recovering copper from the solution and the product solution containing the base metal after copper recovery is recirculated for recycled to the pressure oxidation to effect build-up of the base metal in the product solution. Preferably, a stream which is split from the product solution is treated for the recovery of the base metal.

Abstract: A system, computer product and method for presenting a competitive comparison of a recommended financial transaction instrument. A set of questions is presented to a consumer in order to determine psychographic characteristics of the consumer. At least one subset of questions is presented based on answers to the set of questions, the at least one subset of questions relating more specifically to available benefits. A tailored financial transaction instrument is recommended having benefits which are based on answers to the at least one subset of questions. At least one similar competitive financial transaction instrument is presented to the consumer.

Abstract: A system, computer product and method for profiling consumers to recommend a financial transaction instrument having benefits tailored to psychographic characteristics of the consumer. A set of questions is presented to a consumer, in order to determine the psychographic characteristics of the consumer. At least one subset of questions is presented, based on answers to the set of questions, the at least one subset of questions relating more specifically to available benefits. A tailored financial transaction instrument is recommended, having benefits which are based on answers to the at least one subset of questions.

Abstract: A process for the extraction of a base metal such as Ni, Co or Zn, from a sulphide ore or concentrate containing copper and the base metal comprises the step of subjecting the ore or concentrate to pressure oxidation in the presence of oxygen and an acidic solution containing halide and sulphide irons to produce a product solution containing copper and the base metal. The product solution is subjected to a copper extraction process for recovering copper from the solution and the product solution containing the base metal after copper recovery is recirculated or recycled to the pressure oxidation to effect build-up of the base metal in the product solution. Preferably, a stream which is split from the product solution is treated for the recovery of the base metal.