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Ratios are not end-to-end productivity proof.","All direct fees recorded as zero; this excludes subscription costs, equipment, platform hosting and participant labor.","No independent reviewer, no blinded scores, no official acceptance or prize eligibility proof.","Original answers retained unchanged, including omissions."],"report_url":"/api/evidence/termix/human-study","independent_review":"not_available","quality_score":null,"quality_assessment":{"method":"Entrant AI-assisted formula and completeness check; not independent human scoring.","numeric_findings":"Reported grid levels, yield calculations and health-factor/repayment figures agree with the supplied formulas at displayed precision.","manual_omissions":{"grid":"Execution prerequisites and whether drawdown is enforced are missing.","yield":"Explicit ranking conclusion and changing-rate/cost/return limitations are missing.","health-followup":"Future liquidation-risk explanation is missing."},"agent_limitations":"Risk labels are not full explanations. TVL zero is an unknown-input placeholder. All outputs are deterministic previews without execution authority."},"comparison_claim":"Descriptive records only. No end-to-end speedup, superiority, profit or eligibility claim.","privacy":"Operator names removed from public copies; exact original exports retained privately.","provenance_review":{"schema":"safehire-study-provenance-review/1","status":"needs_review","unassisted_runs_verified":false,"hold_eligibility_claims":true,"affected_task_ids":["live-20260908-grid","live-20260908-yield","live-20260908-health-followup"],"reason":"A contemporaneous user ChatGPT conversation contained worked answers to these task prompts. This is not proof that each saved answer used AI, but self-attestation alone cannot resolve the inconsistency. Match original run timestamps and assistance before treating any affected run as an unassisted control.","raw_outputs_preserved":true,"independent_review":"not_available"}}