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+#!/bin/bash
+# GenderBench评估启动脚本
+
+echo "🎯 GenderBench性别偏见评估工具"
+echo "=================================="
+
+# 检查Python环境
+if ! command -v python &> /dev/null; then
+    echo "❌ Python未安装，请先安装Python"
+    exit 1
+fi
+
+# 检查必要的包
+echo "📦 检查依赖包..."
+python -c "import pandas, numpy" 2>/dev/null || {
+    echo "⚠️  缺少依赖包，正在安装..."
+    pip install pandas numpy
+}
+
+echo "✅ 环境检查完成"
+
+# 显示使用选项
+echo ""
+echo "🔧 使用选项:"
+echo "1. 运行演示 (使用模拟模型)"
+echo "2. 检查可用模型"
+echo "3. 运行实际评估"
+echo "4. 查看帮助文档"
+
+read -p "请选择 (1-4): " choice
+
+case $choice in
+    1)
+        echo "🚀 运行GenderBench演示..."
+        python demo_genderbench.py
+        ;;
+    2)
+        echo "🔍 检查可用模型..."
+        python run_genderbench_evaluation.py
+        ;;
+    3)
+        echo "📝 运行实际评估需要指定模型路径"
+        echo "示例:"
+        echo "python genderbench_integration.py \\"
+        echo "  --models /path/to/model1 /path/to/model2 \\"
+        echo "  --names baseline trained \\"
+        echo "  --output results"
+        echo ""
+        read -p "是否继续查看详细帮助? (y/n): " continue_help
+        if [[ $continue_help == "y" || $continue_help == "Y" ]]; then
+            python genderbench_integration.py --help
+        fi
+        ;;
+    4)
+        echo "📖 查看帮助文档..."
+        if [[ -f "GENDERBENCH_GUIDE.md" ]]; then
+            echo "详细文档: GENDERBENCH_GUIDE.md"
+            echo "主要功能:"
+            echo "• 决策公平性评估"
+            echo "• 创作代表性分析"  
+            echo "• 刻板印象推理测试"
+            echo ""
+            echo "快速开始:"
+            echo "python demo_genderbench.py  # 运行演示"
+        else
+            echo "❌ 帮助文档未找到"
+        fi
+        ;;
+    *)
+        echo "❌ 无效选择"
+        exit 1
+        ;;
+esac
+
+echo ""
+echo "🎉 感谢使用GenderBench评估工具!"
+echo "📧 如有问题，请查看项目文档或联系开发者" 
+\ No newline at end of file