This report provides a rigorous referee-style evaluation of the manuscript “Toward an Observer-Explicit Cosmology.” The work attempts to unify ΛCDM, backreaction, timescape cosmology, emergent gravity, and an information-based gravitational mechanism within a single Einsteinian framework. The proposed model introduces an undefined “informational gravitation” term and a Unified Consciousness Field Model (UCFM), neither of which are formulated through a valid action principle, a conserved stress–energy tensor, or a mathematically consistent extension of General Relativity. The analysis identifies several fundamental deficiencies, including the absence of a well-defined informational field, violations of conservation laws, inconsistent use of the Raychaudhuri equation, unsubstantiated claims of unification, and a complete lack of quantitative predictions. The manuscript is found to rely heavily on metaphorical descriptions instead of physical derivation. This report concludes that the framework does not satisfy the requirements for a viable physical theory and recommends rejection unless the authors can provide a mathematically coherent, observationally falsifiable formulation grounded in established field-theoretic principles.