Proteins in biological systems function at the interface of single molecule and bulk chemistry and thus provide novel insights into the basic physical chemistry of scaling and emergent phenomena. For example, a binary mechanical model that accounts for many energetic and mechanical aspects of muscle contraction provides a novel and testable framework for investigating the relationship between molecular mechanics and chemical thermodynamics in single molecules and small molecular ensembles. The problem addressed here is that the model and supporting experimental data require that entropic forces balance chemical reactions. While this is consistent with statistical mechanics, it is at odds with basic chemistry. Specifically, counter to a classic chemical activity analysis, the mere presence of molecules (chemical activity or mass action) does not physically push a reaction toward equilibrium; rather, the number of microstates, Omega, accessible in a chemical state pulls a reaction down an entropic funnel of increasing Omega; toward equilibrium. Here I develop an entropic model of chemical thermodynamics and kinetics and compare it with conventional chemical activity models. I show that an a priori system reaction energy landscape fully describes the chemical kinetics of both equilibrium and non-equilibrium chemical reactions, formally justifying the thermodynamic rate constants required for binary mechanical models of muscle contraction.