condition,preserved_rate,new_numbers,n_unverifiable_citations,n_unsupported_claims,max_overlap_share,todo_placeholders,n_words,cost_usd,latency_s,n A_baseline,0.199,1.583,0.0,1.167,0.041,12.292,769.333,0.076,33.675,24 B_strong_prompt,0.276,1.208,0.0,1.792,0.043,15.458,828.417,0.081,36.117,24 C_conventional_rag,0.244,1.458,0.0,1.5,0.033,12.625,844.625,0.087,37.613,24 D_profiles_retrieval,0.238,1.833,0.0,1.458,0.032,12.458,847.5,0.095,38.204,24 E_full_engine,0.302,0.708,0.0,0.875,0.048,12.25,981.25,0.202,80.062,24 E_no_factcheck,0.4,1.938,0.0,1.0,0.025,12.875,909.062,0.197,77.606,16 E_no_profile,0.364,0.625,0.0,1.125,0.03,13.062,931.5,0.194,77.194,16 E_no_referee,0.221,1.438,0.0,0.938,0.041,12.125,790.812,0.097,39.5,16 E_no_retrieval,0.305,0.938,0.0,0.75,0.047,14.312,897.938,0.195,78.019,16