Code,Type,Source,Count,Percent,RQ1_Support,RQ2_Support,RQ3_Support Decision_Factors,Category,6,12,26.1%,12,12,0 Execution_Levers,Category,5,7,15.2%,0,0,7 Governance_Gates,Category,6,9,19.6%,0,0,9 Integration_Challenges,Category,5,7,15.2%,0,7,0 Motivations,Category,6,6,13.0%,6,6,0 Use_Cases,Category,4,5,10.9%,5,0,5 Balanced_Evaluation,Sub_Code,1,1,2.2%,1,1,0 Business_Application,Sub_Code,1,1,2.2%,1,0,1 Centralized_Approval,Sub_Code,1,1,2.2%,0,0,1 Community_Reproducibility,Sub_Code,1,1,2.2%,0,0,1 Conditional_Activation,Sub_Code,1,1,2.2%,0,0,1 Continuous_Monitoring,Sub_Code,1,1,2.2%,1,1,0 Control_Customization,Sub_Code,1,1,2.2%,1,1,0 Cost_Independence,Sub_Code,1,1,2.2%,1,1,0 Cost_Monitoring,Sub_Code,1,1,2.2%,1,1,0 Cost_Performance_Tradeoff,Sub_Code,1,1,2.2%,1,1,0 Cost_Secondary_Risk,Sub_Code,1,1,2.2%,1,1,0 Data_Residency,Sub_Code,1,1,2.2%,0,0,1 Documentation_Gaps,Sub_Code,2,2,4.3%,0,1,1 Educational_Diversity,Sub_Code,1,1,2.2%,1,0,1 Ethics_Bias,Sub_Code,1,1,2.2%,0,0,1 Expertise_Gap,Sub_Code,1,1,2.2%,0,1,0 Formal_Certification,Sub_Code,1,1,2.2%,0,0,1 Infrastructure_Underestimation,Sub_Code,1,1,2.2%,0,1,0 Inspection_Requirement,Sub_Code,1,1,2.2%,1,1,0 Integration_Compatibility,Sub_Code,1,1,2.2%,1,1,0 Internal_Compliance,Sub_Code,1,1,2.2%,0,0,1 Legacy_Systems,Sub_Code,1,1,2.2%,0,1,0 Licensing_Transparency,Sub_Code,1,1,2.2%,0,0,1 Maintenance_Policy,Sub_Code,1,1,2.2%,0,1,0 Maintenance_Risk,Sub_Code,1,1,2.2%,1,1,0 Managed_Service_Dependency,Sub_Code,1,1,2.2%,0,1,0 Model_Comparison,Sub_Code,1,1,2.2%,1,1,0 Operational_Efficiency,Sub_Code,1,1,2.2%,0,0,1 Optimization_Sequence,Sub_Code,1,1,2.2%,0,0,1 Performance_Critical,Sub_Code,1,1,2.2%,0,1,0 Philosophical_Alignment,Sub_Code,1,1,2.2%,1,1,0 Post_Gate_Optimization,Sub_Code,1,1,2.2%,0,0,1 Post_Validation_Optimization,Sub_Code,1,1,2.2%,0,0,1 Pre_Integration_Compliance,Sub_Code,1,1,2.2%,0,0,1 Provenance_Control,Sub_Code,1,1,2.2%,1,1,0 Quantified_Savings,Sub_Code,1,1,2.2%,1,0,1 Risk_Monitoring,Sub_Code,1,1,2.2%,1,1,0 Risk_Over_Cost,Sub_Code,1,1,2.2%,1,1,0 SLA_Security,Sub_Code,1,1,2.2%,1,1,0 Scaling_Complexity,Sub_Code,1,1,2.2%,1,0,1 Source_Traceability,Sub_Code,1,1,2.2%,0,0,1 Specific_Success,Sub_Code,1,1,2.2%,1,0,1 Speed_to_Production,Sub_Code,1,1,2.2%,0,0,1 Traceability_Accountability,Sub_Code,1,1,2.2%,1,1,0 Transparency_Priority,Sub_Code,1,1,2.2%,1,1,0