Model assumptions
The liquid branch uses a supplied stationary two-state solid beneath a uniform synthetic liquid film. A 4 keV default photon source produces a scanned spectrum with solid A and B, gas and liquid markers at 100, 103.2, 105.5 and 108.5 eV. These are assigned lines, not chemical-state standards. The sample pressure is maintained externally. Three constant-speed pumps and supplied effective conductances solve a steady gas-throughput balance in mbar and litres per second. The admission conductance is an assigned effective transport coefficient, not a molecular-orifice calculation for a high-pressure gas. The task range is zero to 5 mbar; no pump base pressure, outgassing, flow-regime transition or gas heating is calculated. Electron attenuation integrates the sample gap and three separately specified stage lengths. The liquid uses an assumed common escape length, anchored at the 10 nm water value at 3.92 keV quoted by Axnanda et al.; its energy extrapolation is assigned and is not a material calibration. The film is maintained externally; evaporation, electrochemistry, charging, lateral variations and elastic scattering are omitted. A separate synthetic bare-solid acquisition retains the same supplied stationary solid state and gas conditions with independent noise. The inverse fits only recorded spectra and supplied line/escape calibrations. It estimates the liquid thickness from the covered-to-bare solid-area ratio and estimates the buried solid B fraction from its two peaks. It does not receive the actual thickness or solid composition. Ratios above one retain negative apparent thickness. Missing components, weak solid signal or excessive final-stage pressure reject the task. The apparatus shows one representative scan setting at a time: selecting a line retunes the schematic analyzer reference without reacquiring the spectrum. Film depth, piping and particle densities are schematic; gas dots use a bounded logarithmic density. The retained gas-reaction branch has its own assumptions: The material is synthetic, with reduced, oxidized and gas-phase lines at 100, 103.2 and 105.5 eV. Line widths, equal sensitivities for the two solid states, reaction rates, the gas cross section, the continuum and the photon flux are teaching assumptions. Electron survival in the gas follows the exponential law for a uniform ideal gas, with the ideal-gas number density and an assumed cross section that depends on energy. Local pressure drops and gas flow are not solved. The aperture is fixed at 0.2 mm, the gap is at least twice its diameter, and the collected signal is assumed to fall as the inverse square of the gap. The differential pumping stages are only drawn; their pressures are not calculated. Two competing first-order reactions start from 5% oxidized, and each spectrum uses the exact average state over the chosen exposure interval. The matched vacuum spectrum is a separate synthetic control with its own noise: it freezes that average state, keeps the same geometry and removes the gas. It does not show what a real sample would do if the chamber were pumped down. Nonnegative peak areas and a linear or quadratic continuum are fitted to the stored counts; if the residual is too large or the signal too weak, no state is reported. Photon flux and cross-section changes are assumed. Real gas chemistry, catalysis, liquid interfaces, charging and elastic scattering are left out. The animation clock does not advance reaction time or exposure. Counts carry Poisson noise below 40 expected counts and rounded Gaussian noise above. The analyzer width is a Gaussian equivalent for a 150 mm radius and a 2-degree entrance half-angle. Apparatus lengths are magnified, and detector colors use a logarithmic display gain.