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baseline_detector_results.json

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+{
+  "samples": [
+    {
+      "text_length": 174,
+      "gpt2_perplexity": 17.0,
+      "gpt2_burstiness": 1.1111,
+      "fast_detectgpt": 0.0002,
+      "gptneo_perplexity": 24.2,
+      "char_distribution": 0.7703,
+      "stylometric": 0.2917,
+      "stylo_details": {
+        "sentence_count": 10,
+        "sentence_length_mean": 17.4,
+        "sentence_length_std": 7.1,
+        "total_words": 179,
+        "unique_words": 123,
+        "lexical_diversity": 0.687,
+        "hapax_ratio": 0.559,
+        "avg_word_length": 5.1,
+        "word_length_std": 2.9,
+        "transition_rate": 0.6,
+        "passive_rate": 0.0,
+        "formulaic_rate": 0.0,
+        "punct_ratio": 0.0258
+      },
+      "ensemble_score": 0.508,
+      "ensemble_class": "AI",
+      "prompt": "Write a 200-word blog post about the benefits of remote work.",
+      "text_preview": "The landscape of professional life has shifted, and the rise of remote work has proven that productivity isn't tied to a physical desk. Beyond the convenience of working in pajamas, remote work offers"
+    },
+    {
+      "text_length": 140,
+      "gpt2_perplexity": 17.4,
+      "gpt2_burstiness": 0.6642,
+      "fast_detectgpt": 0.0002,
+      "gptneo_perplexity": 28.8,
+      "char_distribution": 0.5653,
+      "stylometric": 0.2667,
+      "stylo_details": {
+        "sentence_count": 8,
+        "sentence_length_mean": 17.6,
+        "sentence_length_std": 6.7,
+        "total_words": 146,
+        "unique_words": 104,
+        "lexical_diversity": 0.712,
+        "hapax_ratio": 0.527,
+        "avg_word_length": 4.8,
+        "word_length_std": 3.0,
+        "transition_rate": 0.0,
+        "passive_rate": 0.0,
+        "formulaic_rate": 0.0,
+        "punct_ratio": 0.0286
+      },
+      "ensemble_score": 0.4048,
+      "ensemble_class": "Uncertain",
+      "prompt": "Explain quantum computing in simple terms, around 150 words.",
+      "text_preview": "Traditional computers use \"bits,\" which are like light switches that are either off (0) or on (1). Everything you do on your phone or laptop is built from billions of these switches.\n\nQuantum computer"
+    },
+    {
+      "text_length": 100,
+      "gpt2_perplexity": 8.7,
+      "gpt2_burstiness": 0.733,
+      "fast_detectgpt": 0.0015,
+      "gptneo_perplexity": 12.9,
+      "char_distribution": 0.6479,
+      "stylometric": 0.2917,
+      "stylo_details": {
+        "sentence_count": 6,
+        "sentence_length_mean": 16.7,
+        "sentence_length_std": 6.9,
+        "total_words": 99,
+        "unique_words": 68,
+        "lexical_diversity": 0.687,
+        "hapax_ratio": 0.535,
+        "avg_word_length": 4.7,
+        "word_length_std": 2.4,
+        "transition_rate": 0.0,
+        "passive_rate": 0.0,
+        "formulaic_rate": 0.0,
+        "punct_ratio": 0.0419
+      },
+      "ensemble_score": 0.5453,
+      "ensemble_class": "AI",
+      "prompt": "Write a professional email declining a job offer, about 100 words.",
+      "text_preview": "Subject: Job Offer: [Job Title] - [Your Name]\n\nDear [Hiring Manager Name],\n\nThank you very much for offering me the position of [Job Title]. I truly appreciate the time you and the team spent sharing "
+    },
+    {
+      "text_length": 175,
+      "gpt2_perplexity": 16.8,
+      "gpt2_burstiness": 0.4373,
+      "fast_detectgpt": 0.0002,
+      "gptneo_perplexity": 28.0,
+      "char_distribution": 0.7625,
+      "stylometric": 0.25,
+      "stylo_details": {
+        "sentence_count": 10,
+        "sentence_length_mean": 17.5,
+        "sentence_length_std": 7.2,
+        "total_words": 178,
+        "unique_words": 130,
+        "lexical_diversity": 0.73,
+        "hapax_ratio": 0.646,
+        "avg_word_length": 5.8,
+        "word_length_std": 3.0,
+        "transition_rate": 0.0,
+        "passive_rate": 0.0,
+        "formulaic_rate": 0.0,
+        "punct_ratio": 0.0256
+      },
+      "ensemble_score": 0.4678,
+      "ensemble_class": "Uncertain",
+      "prompt": "Describe the causes of the French Revolution in 200 words.",
+      "text_preview": "The French Revolution was not triggered by a single event but by a volatile combination of social, economic, and intellectual factors.\n\nSocially, France was divided into the rigid **Ancien Régime**, c"
+    },
+    {
+      "text_length": 147,
+      "gpt2_perplexity": 14.6,
+      "gpt2_burstiness": 0.9398,
+      "fast_detectgpt": 0.0003,
+      "gptneo_perplexity": 31.4,
+      "char_distribution": 0.7209,
+      "stylometric": 0.25,
+      "stylo_details": {
+        "sentence_count": 8,
+        "sentence_length_mean": 18.4,
+        "sentence_length_std": 7.3,
+        "total_words": 150,
+        "unique_words": 119,
+        "lexical_diversity": 0.793,
+        "hapax_ratio": 0.707,
+        "avg_word_length": 5.0,
+        "word_length_std": 2.7,
+        "transition_rate": 0.0,
+        "passive_rate": 0.0,
+        "formulaic_rate": 0.0,
+        "punct_ratio": 0.0239
+      },
+      "ensemble_score": 0.4678,
+      "ensemble_class": "Uncertain",
+      "prompt": "Write a product review for noise-cancelling headphones, 150 words.",
+      "text_preview": "After using the Zenith X500 noise-cancelling headphones for two weeks, I can confidently say they have transformed my daily commute. The standout feature is undoubtedly the active noise Cancelling (AN"
+    }
+  ],
+  "summary": {
+    "mean_ensemble": 0.4787,
+    "ai_detected": 2,
+    "total": 5
+  }
+}