voiage.methods.interoperability_standardization.value_of_interoperability_standardization

value_of_interoperability_standardization

value_of_interoperability_standardization([positional or keyword] evidence_utilities: np.ndarray | list[float] = None, [positional or keyword] schema_compatibility: np.ndarray | list[float] = None, [positional or keyword] semantic_alignment: np.ndarray | list[float] = None, [positional or keyword] data_usability: np.ndarray | list[float] = None, [positional or keyword] transformation_error_rates: np.ndarray | list[float] = None, [positional or keyword] standardization_costs: np.ndarray | list[float] = None, [positional or keyword] reuse_probabilities: np.ndarray | list[float] = None, [keyword-only] harmonization_threshold: float = 0.5) -> InteroperabilityStandardizationResult

Estimate the value of harmonizing evidence for cross-site reuse.

Each row represents an evidence source or schema mapping. Sources become reusable when the mean of schema compatibility, semantic alignment, and data usability meets harmonization_threshold. The output separates evidence reuse, reduced transformation error, and standardization cost. This remains fixture-backed pending licensed cross-site data, binding parity, and mature/stable governance review.

Parameters:

• evidence_utilities np.ndarray | list[float]
• schema_compatibility np.ndarray | list[float]
• semantic_alignment np.ndarray | list[float]
• data_usability np.ndarray | list[float]
• transformation_error_rates np.ndarray | list[float]
• standardization_costs np.ndarray | list[float]
• reuse_probabilities np.ndarray | list[float]
• harmonization_threshold float (default: 0.5)

Returns: InteroperabilityStandardizationResult