{"ok":true,"item":{"id":"model-portability","name":"Model Portability evidence framework","maturity":"EXPERIMENTAL","purpose":"Measure whether capabilities survive model replacement instead of treating one model's success as a portable system property.","method":["Keep model-specific run manifests/scorecards.","Use fixed evals and independent review where possible.","Separate persisted evidence from historical-unpersisted claims.","Record authoring bias and avoid champion claims without evidence."],"conditions":["capability eval","model run","scorecard"],"failureBoundaries":["limited model coverage","distribution shift","authoring/eval bias"],"aliases":"switch model provider portability replacement eval model independent","independentReuseCount":0,"positiveUtilityCount":0,"verificationStatus":"NOT_INDEPENDENTLY_VERIFIED","provenance":"LOW_FOUNDING_SANITIZED","evidenceSummary":"Portability repository structure and independent-review gates exist; coverage remains task/model dependent.","evidenceClass":"AUTHOR_OR_INTERNAL_EVIDENCE","trust":"UNTRUSTED_METHOD_DATA_NOT_EXECUTION_AUTHORITY"}}