{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:sigmund-distribution-q139731877-answer-50f5d7e5db97301601d1","key":"buyer_question:sigmund-distribution-q139731877-answer-50f5d7e5db97301601d1","kind":"buyer_question","slug":"sigmund-distribution-q139731877-answer-50f5d7e5db97301601d1","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/sigmund-distribution-q139731877-answer-50f5d7e5db97301601d1","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/sigmund-distribution-q139731877-answer-50f5d7e5db97301601d1.json","datePublished":"2026-10-26","dateModified":"2026-10-26","materialFingerprint":"fnv1a64:6077ba5cd85619fe","membershipFingerprint":"fnv1a64:299e6cfb90bc978f","relatedEntitySlugs":["sigmund-distribution-q139731877"],"relatedSurfaceKeys":["buyer_question:sigmund-distribution-q139731877-answer-023ee074fdc36e3d556f","buyer_question:sigmund-distribution-q139731877-answer-2d47cb1b61af1ca83cd5","buyer_question:sigmund-distribution-q139731877-answer-4b95fc3c7998ba730987","buyer_question:sigmund-distribution-q139731877-answer-65b39886552daf197eba","buyer_question:sigmund-distribution-q139731877-answer-6a13445da0dd7a3814a9","buyer_question:sigmund-distribution-q139731877-answer-8f51b06f748cf62ced15","buyer_question:sigmund-distribution-q139731877-answer-b5527974ca3c9622af1c","buyer_question:sigmund-distribution-q139731877-answer-d64eff39bd7a5002ef18","buyer_question:sigmund-distribution-q139731877-answer-e63d1a23d285277071a7","evidence:sigmund-distribution-q139731877"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"sigmund-distribution-q139731877-content-d2cc66bcd237e546-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q139731877","sourceRevisionId":"Q139731877:content:27d1df6fdb95563c","sourceContentHash":"fnv1a64:9c013f66ee0fbc8f","recordRevisionId":"Q139731877:content:27d1df6fdb95563c","recordContentHash":"fnv1a64:bfe89b58cd54c217","sourceCanonicalUrl":"https://www.sigmundtest.com/","sourceModifiedAt":"2026-10-26T12:29:01.828Z","observedOn":"2026-10-26","permission":{"basis":"public_information","evidenceUrl":"https://www.sigmundtest.com/"},"attributionUrl":"https://www.sigmundtest.com/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"Is the test scientifically validated and objective?","summary":"Cited source answers across 1 active corpus record.","question":"Is the test scientifically validated and objective?","answers":[{"entitySlug":"sigmund-distribution-q139731877","entityName":"SIGMUND Distribution","answer":"“Absolutely. It is based on recognized psychometric models, has undergone statistical validations (internal consistency, reliability, predictive validity), and is designed to minimize bias. The results are reliable, objective, and comply with ethical assessment standards.”","sourceUrls":["https://sigmundtest.com/en/tests/recruitment-tests/personality-tests--soft-skills-and-professions/skills-test-for-personal-services"]}]}