{ "feature_names": [ "jev_ambiguity__p__0", "jev_ambiguity__p__1", "jev_ambiguity__p__2", "jev_ambiguity__p__3", "jev_answer_openness__p__0", "jev_answer_openness__p__1", "jev_answer_openness__p__2", "jev_answer_openness__p__3", "jev_code_reasoning__noul", "jev_constraint_density__p__0", "jev_constraint_density__p__1", "jev_constraint_density__p__2", "jev_constraint_density__p__3", "jev_context_integration__p__0", "jev_context_integration__p__1", "jev_context_integration__p__2", "jev_context_integration__p__3", "jev_current_information__noul", "jev_decomposition_need__p__0", "jev_decomposition_need__p__1", "jev_decomposition_need__p__2", "jev_decomposition_need__p__3", "jev_domain_specialization__p__0", "jev_domain_specialization__p__1", "jev_domain_specialization__p__2", "jev_domain_specialization__p__3", "jev_exactness__p__0", "jev_exactness__p__1", "jev_exactness__p__2", "jev_exactness__p__3", "jev_external_knowledge__noul", "jev_factual_recall__noul", "jev_formal_logic__noul", "jev_math_reasoning__noul", "jev_reasoning_depth__p__0", "jev_reasoning_depth__p__1", "jev_reasoning_depth__p__2", "jev_reasoning_depth__p__3", "jev_social_affective__noul", "jev_tool_interaction__noul" ], "model_names": [ "DeepHermes-3-Llama-3-8B-Preview", "DeepSeek-R1-0528-Qwen3-8B", "DeepSeek-R1-Distill-Qwen-7B", "Fin-R1", "GLM-Z1-9B-0414", "Intern-S1-mini", "Llama-3.1-8B-Instruct", "Llama-3.1-8B-UltraMedical", "Llama-3.1-Nemotron-Nano-8B-v1", "MiMo-7B-RL-0530", "MiniCPM4.1-8B", "NVIDIA-Nemotron-Nano-9B-v2", "OpenThinker3-7B", "Qwen2.5-Coder-7B-Instruct", "Qwen3-8B", "cogito-v1-preview-llama-8B", "gemma-2-9b-it", "glm-4-9b-chat", "granite-3.3-8b-instruct", "internlm3-8b-instruct" ], "params": { "iterations": 500, "depth": 6, "learning_rate": 0.05, "random_seed": 3407, "verbose": false, "loss_function": "MultiRMSE", "allow_writing_files": false } }