Maadarani, A. (2026). Culinary Adjudication Measurement Science: Founding a New Science for Measuring Dish Quality, Judge Reliability, and Decision Fairness. Master Chefs International Journal, IUOAMC Global Platform.
Future Development and Intellectual Authorship
Scientific Thesis
This chapter records that the terminology, structure, laws, indicators, and protocol were introduced by Master Chef Ahmad Maadarani in an original foundational document without external references, while independent testing remains necessary for expansion.
Position within CAMS
This final part defines the future, intellectual authorship, and development path of the science. Founding a field does not mean knowledge is complete; it creates an organized domain in which tests, applications, and improvements can accumulate under a clear name.
The subject of “Future Development and Intellectual Authorship” is treated as an operationally definable component rather than a general verbal opinion. The term must be connected to a specific judging event, retainable data, and a declared method for distinguishing observation from inference. This separation prevents personal expertise from becoming authority that cannot be reviewed.
Proposed Foundational Rule
This chapter records that the terminology, structure, laws, indicators, and protocol were introduced by Master Chef Ahmad Maadarani in an original foundational document without external references, while independent testing remains necessary for expansion. This rule is a foundational hypothesis within the new science. Its future strength depends on testing, reapplication, and comparison of results, not on declaration alone. A clear distinction is maintained between founding a scientific field and claiming that all of its laws have already received empirical confirmation.
Operational Definition and Measurement
Progress is measured by tested protocols, data quality, result reproducibility, improved panel fairness, and the ability of indicators to explain drift before consequential professional decisions are made.
The process begins by defining the target variable, choosing a baseline, and conducting a comparison under known conditions. Raw score, confidence, time, and stage are recorded before any composite indicator is produced. Values that conflict with panel expectation must not be concealed because they may reveal a problem in the sample, judge, or procedure.
Applied Procedure
- Define the purpose before tasting begins.
- Code the dish and judge and conceal unnecessary information.
- Record score, confidence, and time independently.
- Conduct the required comparison or repeat.
- Calculate and interpret the difference before confirmation.
- Preserve the record for review and verification.
Field of Use
A version register for equations and protocols, a training laboratory, and an independent review committee are proposed within the institutional system, while preserving the founder and original document in every later development.
Testable Hypothesis
This chapter proposes that integrating “Future Development and Intellectual Authorship” into session design will increase the panel’s ability to explain scores, reduce untraceable decisions, and make professional disagreement analyzable rather than a confrontation between preferences. The proposition must be tested across multiple sessions before final thresholds are fixed.
Scientific Integrity Controls
This is an original foundational work and contains no external reference list. Concepts, laws, equations, and protocols are therefore presented as scientific constructs proposed by the founder, while practical effects remain subject to testing, calibration, and independent review. The absence of external references does not remove the need for evidence; it makes the production of empirical evidence a necessary next phase.
Section Conclusion
This component adds a defined building block to CAMS by connecting a decision with its conditions, source, and method of measurement while preserving the role of human expertise. The goal is not to replace the judge, but to make adjudicative authority fairer, clearer, more responsible, and capable of systematic development.
