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baseline_detector_results.json

@@ -1,149 +1,149 @@
 {
   "samples": [
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-      "gpt2_perplexity": 19.4,
-      "gpt2_burstiness": 0.7834,
-      "fast_detectgpt": 0.0001,
-      "gptneo_perplexity": 23.8,
-      "char_distribution": 0.733,
-      "stylometric": 0.3083,
+      "text_length": 188,
+      "gpt2_perplexity": 16.1,
+      "gpt2_burstiness": 0.6409,
+      "fast_detectgpt": 0.0002,
+      "gptneo_perplexity": 23.0,
+      "char_distribution": 0.7424,
+      "stylometric": 0.35,
       "stylo_details": {
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-        "sentence_length_mean": 17.5,
-        "sentence_length_std": 6.1,
-        "total_words": 198,
-        "unique_words": 142,
-        "lexical_diversity": 0.717,
-        "hapax_ratio": 0.596,
-        "avg_word_length": 5.2,
-        "word_length_std": 3.0,
-        "transition_rate": 0.5,
+        "sentence_count": 12,
+        "sentence_length_mean": 15.7,
+        "sentence_length_std": 5.4,
+        "total_words": 189,
+        "unique_words": 131,
+        "lexical_diversity": 0.693,
+        "hapax_ratio": 0.571,
+        "avg_word_length": 5.5,
+        "word_length_std": 3.1,
+        "transition_rate": 1.1,
         "passive_rate": 0.0,
-        "formulaic_rate": 0.5,
-        "punct_ratio": 0.0217
+        "formulaic_rate": 0.0,
+        "punct_ratio": 0.0224
       },
-      "ensemble_score": 0.4717,
-      "ensemble_class": "Uncertain",
+      "ensemble_score": 0.5266,
+      "ensemble_class": "AI",
       "prompt": "Write a 200-word blog post about the benefits of remote work.",
-      "text_preview": "The professional landscape has undergone a radical shift, and remote work is no longer just a perk—it is a powerful driver of success. Transitioning from the traditional office model to a digital work"
+      "text_preview": "The professional landscape has undergone a seismic shift, and the rise of remote work is at the heart of this evolution. No longer a luxury perk, the ability to work anywhere is delivering transformat"
     },
     {
-      "text_length": 143,
-      "gpt2_perplexity": 15.9,
-      "gpt2_burstiness": 0.5268,
+      "text_length": 145,
+      "gpt2_perplexity": 17.3,
+      "gpt2_burstiness": 0.4805,
       "fast_detectgpt": 0.0002,
-      "gptneo_perplexity": 24.9,
-      "char_distribution": 0.6711,
+      "gptneo_perplexity": 25.7,
+      "char_distribution": 0.6365,
       "stylometric": 0.2667,
       "stylo_details": {
-        "sentence_count": 10,
-        "sentence_length_mean": 14.4,
+        "sentence_count": 9,
+        "sentence_length_mean": 16.2,
         "sentence_length_std": 6.3,
-        "total_words": 146,
-        "unique_words": 103,
-        "lexical_diversity": 0.705,
-        "hapax_ratio": 0.527,
+        "total_words": 154,
+        "unique_words": 106,
+        "lexical_diversity": 0.688,
+        "hapax_ratio": 0.5,
         "avg_word_length": 4.8,
-        "word_length_std": 2.9,
+        "word_length_std": 3.0,
         "transition_rate": 0.0,
         "passive_rate": 0.0,
         "formulaic_rate": 0.0,
-        "punct_ratio": 0.0263
+        "punct_ratio": 0.0305
       },
-      "ensemble_score": 0.4364,
+      "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 can be either off (0) or on (1). Everything you do on your phone or laptop is built from billions of these zeros and ones.\n\nQuantum"
+      "text_preview": "Traditional computers use \"bits,\" which are like light switches that can be either off (0) or on (1). Everything you do on your phone or laptop is built from these sequences.\n\nQuantum computers use \"q"
     },
     {
-      "text_length": 107,
-      "gpt2_perplexity": 9.5,
-      "gpt2_burstiness": 0.6917,
-      "fast_detectgpt": 0.0012,
-      "gptneo_perplexity": 13.7,
-      "char_distribution": 0.6094,
-      "stylometric": 0.2917,
+      "text_length": 100,
+      "gpt2_perplexity": 8.3,
+      "gpt2_burstiness": 0.6549,
+      "fast_detectgpt": 0.0017,
+      "gptneo_perplexity": 12.1,
+      "char_distribution": 0.6026,
+      "stylometric": 0.325,
       "stylo_details": {
-        "sentence_count": 6,
-        "sentence_length_mean": 17.8,
-        "sentence_length_std": 6.3,
-        "total_words": 106,
-        "unique_words": 73,
-        "lexical_diversity": 0.689,
-        "hapax_ratio": 0.538,
+        "sentence_count": 7,
+        "sentence_length_mean": 14.3,
+        "sentence_length_std": 4.9,
+        "total_words": 99,
+        "unique_words": 70,
+        "lexical_diversity": 0.707,
+        "hapax_ratio": 0.545,
         "avg_word_length": 4.7,
-        "word_length_std": 2.3,
+        "word_length_std": 2.4,
         "transition_rate": 0.0,
         "passive_rate": 0.0,
         "formulaic_rate": 0.0,
-        "punct_ratio": 0.0457
+        "punct_ratio": 0.0449
       },
-      "ensemble_score": 0.5453,
+      "ensemble_score": 0.5557,
       "ensemble_class": "AI",
       "prompt": "Write a professional email declining a job offer, about 100 words.",
-      "text_preview": "Subject: Job Offer - [Position Name] - [Your Name]\n\nDear [Hiring Manager's Name],\n\nThank you very much for offering me the position of [Job Title]. I truly enjoyed meeting the team and learning more a"
+      "text_preview": "Subject: Offer - [Job Title] - [Your Name]\n\nDear [Hiring Manager's Name],\n\nThank you very much for offering me the position of [Job Title]. I truly enjoyed meeting the team and learning more about [Co"
     },
     {
-      "text_length": 181,
-      "gpt2_perplexity": 17.4,
-      "gpt2_burstiness": 0.7824,
+      "text_length": 170,
+      "gpt2_perplexity": 16.4,
+      "gpt2_burstiness": 0.7652,
       "fast_detectgpt": 0.0002,
-      "gptneo_perplexity": 28.5,
-      "char_distribution": 0.84,
+      "gptneo_perplexity": 27.7,
+      "char_distribution": 0.8328,
       "stylometric": 0.25,
       "stylo_details": {
-        "sentence_count": 11,
-        "sentence_length_mean": 16.5,
-        "sentence_length_std": 7.6,
-        "total_words": 185,
-        "unique_words": 133,
-        "lexical_diversity": 0.719,
-        "hapax_ratio": 0.638,
-        "avg_word_length": 5.6,
+        "sentence_count": 9,
+        "sentence_length_mean": 18.9,
+        "sentence_length_std": 8.9,
+        "total_words": 173,
+        "unique_words": 125,
+        "lexical_diversity": 0.723,
+        "hapax_ratio": 0.642,
+        "avg_word_length": 5.7,
         "word_length_std": 3.0,
         "transition_rate": 0.0,
         "passive_rate": 0.0,
         "formulaic_rate": 0.0,
-        "punct_ratio": 0.0198
+        "punct_ratio": 0.0251
       },
       "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 crises.\n\nSocially, France was divided into the rigid **Old Regime** system"
+      "text_preview": "The French Revolution was caused by a complex convergence of social, economic, and political factors that destabilized the Ancien Régime.\n\nSocially, France was divided into a rigid hierarchy of three "
     },
     {
-      "text_length": 139,
-      "gpt2_perplexity": 21.9,
-      "gpt2_burstiness": 0.827,
+      "text_length": 145,
+      "gpt2_perplexity": 18.9,
+      "gpt2_burstiness": 0.9367,
       "fast_detectgpt": 0.0001,
-      "gptneo_perplexity": 41.8,
-      "char_distribution": 0.6989,
+      "gptneo_perplexity": 34.7,
+      "char_distribution": 0.7799,
       "stylometric": 0.25,
       "stylo_details": {
-        "sentence_count": 8,
-        "sentence_length_mean": 17.4,
-        "sentence_length_std": 6.5,
-        "total_words": 143,
-        "unique_words": 112,
-        "lexical_diversity": 0.783,
-        "hapax_ratio": 0.692,
-        "avg_word_length": 5.3,
-        "word_length_std": 2.7,
+        "sentence_count": 10,
+        "sentence_length_mean": 14.6,
+        "sentence_length_std": 6.3,
+        "total_words": 151,
+        "unique_words": 113,
+        "lexical_diversity": 0.748,
+        "hapax_ratio": 0.662,
+        "avg_word_length": 4.8,
+        "word_length_std": 2.6,
         "transition_rate": 0.0,
         "passive_rate": 0.0,
         "formulaic_rate": 0.0,
-        "punct_ratio": 0.025
+        "punct_ratio": 0.0245
       },
-      "ensemble_score": 0.3346,
-      "ensemble_class": "Human",
+      "ensemble_score": 0.4221,
+      "ensemble_class": "Uncertain",
       "prompt": "Write a product review for noise-cancelling headphones, 150 words.",
-      "text_preview": "I recently purchased the **Zenith Pro-X00 Noise-Cancelling Headphones**, and they have completely transformed my daily commute. The standout feature is the active noise cancellation (ANC); it effortle"
+      "text_preview": "**Rating: 4.5/5 Stars**\n\nAfter using the Zenith Pro-X headphones for two weeks, I can confidently say they have transformed my daily commute. The standout is undoubtedly the active noise cancellation "
     }
   ],
   "summary": {
-    "mean_ensemble": 0.4512,
-    "ai_detected": 1,
+    "mean_ensemble": 0.4754,
+    "ai_detected": 2,
     "total": 5
   }
 }