{"metadata": {"team_id": "organizer", "run_id": "fs_rank-qwen3-32b_ag-qwen3-32b", "type": "automatic", "narrative_id": "b7c19f3e4a8d52c0e6f1ab9472d35c8e", "narrative": "How can single-person motion capture insights enable robust tracking in crowded real-time scenes?"}, "references": [19531678, 129391837, 39516304, 122690614, 85598700, 144926638, 150709332, 156069094, 162758998, 64848716], "answer": [{"text": "Single-person real-time skeleton estimation can be extended by predicting partial joint evidence for multiple individuals and reconstructing full poses with temporal fitting under occlusion.", "citations": [4, 9]}]}
{"metadata": {"team_id": "organizer", "run_id": "fs_rank-qwen3-32b_ag-qwen3-32b", "type": "automatic", "narrative_id": "9d4e7a21c5b8f0a36e2c1d94b7a5e8f3", "narrative": "How did the later conceptual drone design strengthen validation of the agricultural transport drone proposed earlier?"}, "references": [19531678, 156069243, 39516304, 122690614, 141753453, 144926638, 150709332, 156069094, 129391837, 162758998], "answer": [{"text": "The later study added more detailed structural and thrust simulations to confirm the feasibility of carrying a 10 kg payload.", "citations": [3, 8]}]}
{"metadata": {"team_id": "organizer", "run_id": "fs_rank-qwen3-32b_ag-qwen3-32b", "type": "automatic", "narrative_id": "c2a8e5f19d374b60a1e9c4d7f2b58a3d", "narrative": "What method uses locally regularized object-proposal correspondences for semantic flow?"}, "references": [53184726,24740302, 19531678, 39516304, 42856664, 66637364, 42849945, 152568413, 156069094, 156069243], "answer": [{"text": "The method is proposal flow with local offset matching, and later is extended the evaluation using the PF-WILLOW and PF-PASCAL benchmark suite.", "citations": [1, 6]}]}
{"metadata": {"team_id": "organizer", "run_id": "fs_rank-qwen3-32b_ag-qwen3-32b", "type": "automatic", "narrative_id": "f1b63d9a2c8e47a05d2f1c9b6e3a8d74", "narrative": "How can large-degree polynomial operations in LTV homomorphic encryption be accelerated to achieve sub-second AES evaluation?"}, "references": [7964767,8679728,19531678,42856664,19531777,84894756,88835123,196021243,156069243,156069094], "answer": [{"text": "By offloading CRT-decomposed polynomial operations to an FPGA that implements an NTT-based multiplier, enabling fast relinearization and sub-second AES evaluation.", "citations": [8, 2]}]}
{"metadata": {"team_id": "organizer", "run_id": "fs_rank-qwen3-32b_ag-qwen3-32b", "type": "automatic", "narrative_id": "4e9b2c7a1d5f83e6b0a4c9d2f7e1a358", "narrative": "Why do construction projects experience delays even if activities do not finish late on average?"}, "references": [78417829, 19531678, 19943691, 31316619, 42856664, 66637364, 1957527, 150704088, 156069094, 8257528], "answer": [{"text": "Because high variability in activity durations propagates through project networks, causing delays even when average activity performance is on time.", "citations": [0, 9]}]}