Abstract: A contract platform may receive, from data structures, historical contract data; read, from the historical contract data, numerical categorical data; process the numerical categorical data, with one or more artificial intelligence models, to convert the numerical categorical data into vector format; generate a taxonomy in vector format based on the converted numerical categorical data; read, from the historical contract data, nonnumerical noncategorical data; process the nonnumerical noncategorical data, with the models, to convert the nonnumerical noncategorical data into vector format; generate a knowledge graph in vector format based on the converted nonnumerical noncategorical data.

Abstract: The invention provides novel polynucleotides and polypeptides encoded by such polynucleotides and mutants or variants thereof that correspond to PAQR polypeptides. Other aspects of the invention include vectors containing processes for producing novel human PAQR polypeptides, and antibodies specific for such polypeptides.

Abstract: The invention provides novel polynucleotides and polypeptides encoded by such polynucleotides and mutants or variants thereof that correspond to novel insulin growth factor-like (IGFL) polypeptides. Other aspects of the invention include vectors containing processes for producing novel IGFL polypeptides, and antibodies specific for such polypeptides.

Abstract: The invention provides novel polynucleotides and polypeptides encoded by such polynucleotides and mutants or variants thereof that correspond to novel human C1q domain-containing polypeptides. Other aspects of the invention include vectors containing processes for producing novel human C1q domain-containing polypeptides, and antibodies specific for such polypeptides.