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  "inputs": {
    "prepared_coolant_N2_kg": 6.0,
    "finite_heat_source_air_kg": 30.0,
    "generator_efficiency_target": 0.9,
    "motor_efficiency_target": 0.9,
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  "limits": [
    "A closed pure-nitrogen loop uses cold compression and warm expansion. This is conventional thermal work, not energy from an empty region.",
    "Each heat exchanger has an explicit 2 kPa nitrogen pressure-loss target. Installed machine efficiencies, pressure loss and UA are unmeasured.",
    "The same-shaft target uses 96% transmission efficiency; surplus shaft work alone enters the generator. Shaft-speed matching, mechanical losses and startup motor demand still need hardware evidence.",
    "The bath is an already prepared liquid-nitrogen resource. Boiled cold vapour and unspent liquid remain in the availability ledger.",
    "Startup, working-gas inventory, wall transients, vessel mass, hot/cold seals, compressor maps, controls and real pressure dynamics are not solved.",
    "No electrical energy or vehicle-performance credit is assigned to the driving model."
  ]
}
