This preprint presents the Oscillogenic Model, a resolved scalar-field-based framework in which spacetime structure, inertial mass, and gravitational effects emerge from local oscillation dynamics. The model defines a real-valued tick-phase field θ(x,t)\theta(x,t)θ(x,t), governed by second-order evolution and continuous curvature feedback. In contrast to conventional quantum or geometric treatments, this framework derives relativistic phenomena (e.g., time dilation, redshift, and inertial resistance) as mechanical consequences of tick-rate suppression and localized phase tension. No operators, external fields, or imposed potentials are used; all behavior emerges from intrinsic field curvature. The model proposes a unified foundation for interpreting spacetime geometry, particle mass, and light propagation without invoking quantum gravity. Visualizations and simulations will be added in future versions. Feedback from theoretical physicists, field theorists, and researchers in gravitational foundations is welcome.