The closed-box model evolves a fixed total baryonic mass with no inflow or outflow. Under instantaneous recycling and constant yield it predicts for gas fraction .
A finite-metal-fraction variant of the closed-box model of galactic chemical evolution uses effective stellar yield , rather than constant yield. With pristine initial gas and , metal accounting gives and hence . The mass-weighted mean stellar metallicity is . At final gas fraction , the metallicity distribution function is on . For trace abundances, and the usual closed-box metallicity distribution is recovered to leading order.
For a pristine closed-box model of galactic chemical evolution, and imply independently of the star formation rate. The resulting metallicity distribution function is exponential on . Its normalized density is . A fixed initial mass function and survival selection are needed to turn locked stellar mass into a stellar number distribution. Logarithmic abundance intervals have the additional factor .
With gross star formation rate , constant returned mass fraction , and the instantaneous recycling approximation, the net locked mass rate is . Mass conservation gives . For constant stellar yield per unit locked mass and initially pristine gas, metal conservation gives , so gas-phase metallicity grows as . Gross star formation and permanent locking have different normalizations.
The leaky-box model adds a galactic outflow to the closed box. If the outflow has the ambient gas metallicity and constant mass-loading factor , its effective yield is reduced to when returned fractions are absorbed into the definitions.
For initially pristine gas, zero bulk mass return, a constant stellar yield and a well-mixed galactic outflow of mass-loading factor , gas conservation gives and metal accounting gives . Consequently with . Since , complete depletion gives a normalized mass-weighted metallicity distribution function and mean stellar metallicity . A time-independent initial mass function makes the distribution of surviving tracers proportional to this distribution; a sample selected by light need not have the same weights.
The effective yield is the yield that a simple closed-box relation would need to reproduce an observed gas fraction and metallicity. Outflow and pristine inflow generally lower it below the nucleosynthetic yield.
The G-dwarf problem is the deficit of low-metallicity long-lived G dwarfs near the Sun relative to the prediction of a constant-yield closed-box model. Prolonged accretion of metal-poor gas is a standard ingredient in its resolution.
A metallicity distribution function gives the number or mass of stars per metallicity interval. Its interpretation depends on sample selection, stellar lifetimes, spatial migration, and whether metallicity means total heavy-element abundance or a particular abundance ratio.
Changing from linear stellar metallicity to its logarithm multiplies the metallicity distribution function by its Jacobian determinant. A flat distribution in linear metallicity rises exponentially in logarithmic metallicity. The commonly used iron abundance coordinate is equivalent to total-metallicity scaling only if relative element abundances are fixed.

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