{"id":"variation-lifecycle-complete-flexibility","text":"The GoF catalog achieves lifecycle-complete variation flexibility: systematic variation management extends across the full object lifecycle (from creation through behavioral adaptation) while the complete design flexibility system (23-pattern taxonomy with axis escape plus four behavioral modification dimensions) ensures no variation point at any lifecycle phase is unreachable.","truth_value":"OUT","source":"","source_url":"","source_hash":"","justifications":[{"type":"SL","antecedents":["systematic-variation-spans-full-lifecycle","variation-lifecycle-complete-flexibility"],"outlist":[],"label":"Lifecycle-spanning variation plus complete design flexibility jointly eliminate variation dead zones"}],"dependents":["gof-catalog-transcends-own-classification","infrastructure-substrates-lifecycle-variation","infrastructure-variation-safely-scalable","variation-lifecycle-complete-flexibility","variation-transcends-classification-across-lifecycle"],"metadata":{"source_type":"derived","review_result":"invalid"},"created_at":"2026-06-17T19:00:03+00:00","updated_at":"2026-06-17T20:39:50+00:00","reviewed_at":"2026-06-17T20:39:50+00:00","verified_at":"","retracted_at":"","explanation":{"steps":[{"node":"variation-lifecycle-complete-flexibility","truth_value":"OUT","reason":"SL justification invalid","failed_antecedents":["systematic-variation-spans-full-lifecycle","variation-lifecycle-complete-flexibility"],"label":"Lifecycle-spanning variation plus complete design flexibility jointly eliminate variation dead zones"}]}}