A validated model release is fixed, but an environment's application code must be tested with its own data access settings before release. Why might promoting code be preferred to copying a development model artifact?

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  1. It guarantees every retrained model will have identical numeric coefficients
  2. It allows the controlled training and validation process to run within the target environment
  3. It avoids all permissions checks on target data
  4. It removes the need for versioning and evaluation

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