System and method to support human data entry and conversion to expression in intermediate form for research knowledge

A non-transitory storage device that includes machine-readable instructions that, when executed by one or more processors, cause the one or more processors to perform operations, comprising:

• display a creator graphical user interface (GUI) for entry of a first new data by a user;
• receive the first new data from the user;
• convert the first new data into a first current data in an intermediate form using a first application programming interface (API) of one or more APIs;
• store the first current data in a data storage server;
• convert the first current data into a viewable data in a human-readable display form using a second API of the one or more APIs;
• display the viewable data in one or more reader GUIs;
• responsive to receiving a signal from a user, display the first current data in one or more developer GUIs;
• receive one or more revised data values and/or one or more second new data values from the user;
• determine whether the one or more revised data values and/or the one or more second new data values are in the intermediate form using a third API of the one or more APIs;
• and
• responsive to determining that the one or more revised data values and/or the one or more second new data values are not in the intermediate form, signal the user to check the one or more revised data values and/or the one or more second new data values.

A system for acquiring data representing research knowledge in a non-standard form and converting such data to an intermediate form, the system comprising:

• a data storage server;
• one or more application programming interfaces (APIs);
• and
• a computing device, the computing device configured to:
• display a creator graphical user interface (GUI) for entry of a first new data by a user, wherein the first new data is represents the research knowledge;
• receive the first new data from the user;
• display one or more uploader graphical user interfaces (GUIs) to receive a file containing a second new data in a known structured form, wherein the second new data is represents the research knowledge;
• extract the second new data from the file using a first application programming interface (API) of the one or more APIs;
• convert the first new data and the second new data into a first current data in the intermediate form using a second API of the one or more APIs;
• store the first current data in the data storage server;
• convert the first current data into a viewable data in a human-readable display form using a third API of the one or more APIs;
• and
• display the viewable data in one or more reader GUIs.