An inorganically filled starch-based mixture for forming an article of manufacture having an inorganically filled starch-bound cellular matrix reinforced with fibers, the mixture comprising water, substantially ungelatinized unmodified starch granules included in an amount in a range from about 30% to about 70% by weight of solids within the starch-based mixture, an inorganic aggregate filler included in an amount in a range from about 30% to about 70% by weight of solids within the starch-based mixture, organic fibers dispersed throughout the starch-based composition in an amount in a range from about 5% to about 20% by volume of solids within the starch-based mixture, and a mold release agent.