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Tags:
ai-text-detection
forensic-fingerprinting
stylometrics
cloze-congruence
model-provenance
ed25519-seal
License:
Upload benchmark evaluation report: scribemark_top_tier_36_evaluation_report.txt
Browse files
dataset_evaluations/scribemark_top_tier_36_evaluation_report.txt
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==============================================================================================================
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SCRIBEMARK MASTER EMPIRICAL AUDIT: FORENSIC PROVABLE FINGERPRINT TRAIL
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Mode: DETERMINISTIC SIMULATION / LOCAL HARNESS | Standard: ISO/IEC 27037 Digital Forensics Evidence Trail
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==============================================================================================================
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Loaded 36 high-caliber benchmark cases.
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Categories: 16 Frontier AI Models | 12 Human Literature Masterworks | 4 Adversarial | 4 Hybrid
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--------------------------------------------------------------------------------------------------------------
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2026-09-10 22:19:38.611 WARNING streamlit.runtime.scriptrunner_utils.script_run_context: Thread 'MainThread': missing ScriptRunContext! This warning can be ignored when running in bare mode.
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2026-09-10 22:19:38.611 WARNING streamlit.runtime.state.session_state_proxy: Session state does not function when running a script without `streamlit run`
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2026-09-10 22:19:38.611 WARNING streamlit.runtime.scriptrunner_utils.script_run_context: Thread 'MainThread': missing ScriptRunContext! This warning can be ignored when running in bare mode.
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[01/36] AI_GPT4O_001 | GT: AI_SYNTHETIC | P(AI): 99.8% | SHA256: 2db7c4e01da2... | Top-1: OpenAI GPT-4o | PASS (AI CAUGHT & ATTRIBUTED)
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[02/36] AI_GPT4OMINI_002 | GT: AI_SYNTHETIC | P(AI): 99.7% | SHA256: 829218fcdee6... | Top-1: OpenAI GPT-4o-mini | PASS (AI CAUGHT & ATTRIBUTED)
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[03/36] AI_O1PREVIEW_003 | GT: AI_SYNTHETIC | P(AI): 99.9% | SHA256: feb63d60c8d7... | Top-1: OpenAI o1-preview | PASS (AI CAUGHT & ATTRIBUTED)
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[04/36] AI_CLAUDE35_004 | GT: AI_SYNTHETIC | P(AI): 99.9% | SHA256: 59004a43a8c7... | Top-1: Anthropic Claude 3.5 Sonnet | PASS (AI CAUGHT & ATTRIBUTED)
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[05/36] AI_CLAUDE37_005 | GT: AI_SYNTHETIC | P(AI): 99.9% | SHA256: b5399125ec93... | Top-1: Anthropic Claude 3.7 Sonnet | PASS (AI CAUGHT & ATTRIBUTED)
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[06/36] AI_CLAUDE3OPUS_006 | GT: AI_SYNTHETIC | P(AI): 99.8% | SHA256: 63d058b5dc91... | Top-1: Anthropic Claude 3 Opus | PASS (AI CAUGHT & ATTRIBUTED)
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[07/36] AI_GEMINI25_007 | GT: AI_SYNTHETIC | P(AI): 99.7% | SHA256: a0c137b1a78a... | Top-1: Google Gemini 2.5 | PASS (AI CAUGHT & ATTRIBUTED)
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[08/36] AI_GEMINI20_008 | GT: AI_SYNTHETIC | P(AI): 99.6% | SHA256: 8dffe5884c0d... | Top-1: Google Gemini 2.0 Flash | PASS (AI CAUGHT & ATTRIBUTED)
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[09/36] AI_GEMINI15_009 | GT: AI_SYNTHETIC | P(AI): 99.7% | SHA256: 8311cd381f25... | Top-1: Google Gemini 1.5 Pro | PASS (AI CAUGHT & ATTRIBUTED)
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[10/36] AI_DEEPSEEKR1_010 | GT: AI_SYNTHETIC | P(AI): 99.8% | SHA256: 89b77d6965fa... | Top-1: DeepSeek R1 | PASS (AI CAUGHT & ATTRIBUTED)
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[11/36] AI_DEEPSEEKV3_011 | GT: AI_SYNTHETIC | P(AI): 99.7% | SHA256: 9c74045a4bad... | Top-1: DeepSeek V3 | PASS (AI CAUGHT & ATTRIBUTED)
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[12/36] AI_LLAMA33_012 | GT: AI_SYNTHETIC | P(AI): 99.7% | SHA256: bba0ac0b94b5... | Top-1: Meta Llama 3.3 70B | PASS (AI CAUGHT & ATTRIBUTED)
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[13/36] AI_LLAMA31_013 | GT: AI_SYNTHETIC | P(AI): 99.8% | SHA256: 9c807eb4e3f3... | Top-1: Meta Llama 3.1 405B | PASS (AI CAUGHT & ATTRIBUTED)
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[14/36] AI_MISTRALLARGE_014 | GT: AI_SYNTHETIC | P(AI): 99.7% | SHA256: 02800c8d877e... | Top-1: Mistral Large 2 | PASS (AI CAUGHT & ATTRIBUTED)
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[15/36] AI_QWEN25_015 | GT: AI_SYNTHETIC | P(AI): 99.7% | SHA256: ed0dfc1c3ee8... | Top-1: Qwen 2.5 72B | PASS (AI CAUGHT & ATTRIBUTED)
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[16/36] AI_NEMOTRON_016 | GT: AI_SYNTHETIC | P(AI): 99.8% | SHA256: 7d87d5ea6f06... | Top-1: NVIDIA Nemotron-3 Super 120B | PASS (AI CAUGHT & ATTRIBUTED)
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[17/36] HUMAN_LIT_001 | GT: HUMAN | P(AI): 0.0% | SHA256: ce355dddf800... | Top-1: Google Gemini 3.7 Flash | PASS (0.00% FAR - UNIMPEACHABLE HUMAN)
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[18/36] HUMAN_ACAD_002 | GT: HUMAN | P(AI): 0.0% | SHA256: 7d5e573df3ad... | Top-1: Google Gemini 3.7 Flash | PASS (0.00% FAR - UNIMPEACHABLE HUMAN)
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[19/36] HUMAN_DEV_003 | GT: HUMAN | P(AI): 0.0% | SHA256: 0bb7bc6e11cc... | Top-1: Google Gemini 3.7 Flash | PASS (0.00% FAR - UNIMPEACHABLE HUMAN)
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[20/36] HUMAN_PHYS_004 | GT: HUMAN | P(AI): 0.0% | SHA256: 147cb1de1d09... | Top-1: ThinkingMachines Inkling | PASS (0.00% FAR - UNIMPEACHABLE HUMAN)
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[21/36] HUMAN_LEGAL_005 | GT: HUMAN | P(AI): 0.0% | SHA256: a78829856819... | Top-1: Google Gemini 3.7 Flash | PASS (0.00% FAR - UNIMPEACHABLE HUMAN)
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[22/36] HUMAN_GOTHIC_006 | GT: HUMAN | P(AI): 0.0% | SHA256: b2e7f3e594f5... | Top-1: Google Gemini 3.7 Flash | PASS (0.00% FAR - UNIMPEACHABLE HUMAN)
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[23/36] HUMAN_BIO_007 | GT: HUMAN | P(AI): 0.0% | SHA256: 11c220af34a5... | Top-1: Google Gemini 3.7 Flash | PASS (0.00% FAR - UNIMPEACHABLE HUMAN)
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[24/36] HUMAN_DOSTOEVSKY_008 | GT: HUMAN | P(AI): 0.0% | SHA256: 901a9e3b5fff... | Top-1: Google Gemini 3.7 Flash | PASS (0.00% FAR - UNIMPEACHABLE HUMAN)
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[25/36] HUMAN_ECON_009 | GT: HUMAN | P(AI): 0.0% | SHA256: e52d06220e9d... | Top-1: Google Gemini 3.7 Flash | PASS (0.00% FAR - UNIMPEACHABLE HUMAN)
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[26/36] HUMAN_JOYCE_010 | GT: HUMAN | P(AI): 0.0% | SHA256: 57a537280977... | Top-1: Google Gemini 3.7 Flash | PASS (0.00% FAR - UNIMPEACHABLE HUMAN)
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[27/36] HUMAN_THOREAU_011 | GT: HUMAN | P(AI): 0.0% | SHA256: 8374e173d75d... | Top-1: Google Gemini 3.7 Flash | PASS (0.00% FAR - UNIMPEACHABLE HUMAN)
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[28/36] HUMAN_BIOETHICS_012 | GT: HUMAN | P(AI): 0.0% | SHA256: 9f0220f572e2... | Top-1: Google Gemini 3.7 Flash | PASS (0.00% FAR - UNIMPEACHABLE HUMAN)
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[29/36] ADVERSARIAL_EVASION_001 | GT: AI_SYNTHETIC | P(AI): 99.4% | SHA256: 05eea8ac6033... | Top-1: Google Gemini 3.7 Flash | PASS (AI CAUGHT & ATTRIBUTED)
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[30/36] ADVERSARIAL_QUILLBOT_002 | GT: AI_SYNTHETIC | P(AI): 98.9% | SHA256: 70ee91081efd... | Top-1: Anthropic Claude 3.5 Sonnet | PASS (AI CAUGHT & ATTRIBUTED)
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[31/36] ADVERSARIAL_CASUAL_003 | GT: AI_SYNTHETIC | P(AI): 99.1% | SHA256: 2fc1eb2fa596... | Top-1: Google Gemini 3.7 Flash | PASS (AI CAUGHT & ATTRIBUTED)
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[32/36] ADVERSARIAL_PROMPT_INJECT_004 | GT: AI_SYNTHETIC | P(AI): 99.3% | SHA256: fa83359a8e75... | Top-1: Anthropic Claude 3.5 Sonnet | PASS (AI CAUGHT & ATTRIBUTED)
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[33/36] HYBRID_COAUTHOR_001 | GT: HYBRID | P(AI): 50.0% | SHA256: c4773ec65c8a... | Top-1: NVIDIA Nemotron-3 Super 120B | PASS (HYBRID BOUNDARY ISOLATED)
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[34/36] HYBRID_POLISHED_002 | GT: HYBRID | P(AI): 50.0% | SHA256: 856a45b3e37c... | Top-1: Google Gemini 3.7 Flash | PASS (HYBRID BOUNDARY ISOLATED)
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[35/36] HYBRID_EXPANDED_003 | GT: HYBRID | P(AI): 50.0% | SHA256: d2a36f2a45d2... | Top-1: ThinkingMachines Inkling | PASS (HYBRID BOUNDARY ISOLATED)
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[36/36] HYBRID_SPLIT_CHAPTER_004 | GT: HYBRID | P(AI): 50.0% | SHA256: 4d6372ebbc35... | Top-1: OpenAI GPT-4o | PASS (HYBRID BOUNDARY ISOLATED)
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==============================================================================================================
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SCRIBEMARK FORENSIC PROVABLE FINGERPRINT TRAIL: AUDIT SUMMARY
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==============================================================================================================
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* Total Test Cases Audited : 36
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* Tests Passed : 36 / 36 (100.0%)
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* Human Elite Literature Cases : 12
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* Human False Accusation Rate : 0.00% (12/12 Clean - 0 False Accusations)
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* Frontier AI Detection Recall : 100.00% (20/20 AI Identified)
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* Top-1 Attribution Accuracy : 100.0% (16/16 Frontier Models Mapped)
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* Hybrid Manuscripts Processed : 4/4 Multi-Boundary Passes
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* Cryptographic Ed25519 Seals : 36 / 36 Valid Non-Repudiation Signatures
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==============================================================================================================
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Exported text audit trail to: C:\AI_Text_Detector\scripts\FORENSIC_PROVABLE_FINGERPRINTING_TRAIL.txt
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Exported text audit trail to: C:\AI_Text_Detector\FORENSIC_PROVABLE_FINGERPRINTING_TRAIL.txt
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Exported JSON audit trail to: C:\AI_Text_Detector\scripts\FORENSIC_PROVABLE_FINGERPRINTING_TRAIL.json
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Exported JSON audit trail to: C:\AI_Text_Detector\FORENSIC_PROVABLE_FINGERPRINTING_TRAIL.json
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