{ "version": "baoi-external-evaluation-20261107-v1", "modelVersion": "baoi-provenance-1.0-experimental", "modelSha256": "d0386384acf7390678cfa2dc504e9307737d8c8a3ea8d82955f06a77bb8a5071", "date": "2026-11-07", "method": "Evaluation of the frozen published classifier with default automatic language detection and existing0.9/0.1 thresholds. No retraining or threshold selection using these examples.", "selection": { "date": "2026-11-07", "training_or_threshold_changes": false, "overlap_rule": "Reject any candidate containing a matching 64-token block from the first 400 normalized tokens of collected DetectRL-X texts, scanned every32 tokens in the training pool and every token in the candidate.", "sources": [ { "name": "Boule de Suif", "author": "Guy de Maupassant", "url": "https://www.gutenberg.org/cache/epub/10746/pg10746.txt", "sha256": "1976600e3e2c3ce89e2d84efe9c634ad5d0e70a53d5eb2306b3f9aa44895b13f", "examples": 12, "scope": "Historical French prose; not representative of modern professional writing." }, { "name": "Voyage au Centre de la Terre", "author": "Jules Verne", "url": "https://www.gutenberg.org/cache/epub/4791/pg4791.txt", "sha256": "cc2c572afc2b2965e252ed8626c4e023b54e272f3a83594f10bc8d7bc6a9f5d6", "examples": 12, "scope": "Historical French prose; not representative of modern professional writing." }, { "name": "Introduction à l’étude de la médecine expérimentale", "author": "Claude Bernard", "url": "https://www.gutenberg.org/cache/epub/16234/pg16234.txt", "sha256": "c403cdf6d3ccf5c2ae4aca340a3f0e7bd12f4f40efee6400021f9b1a19160456", "examples": 12, "scope": "Historical French prose; not representative of modern professional writing." }, { "name": "RAID train_none (external evaluation subset, not official RAID test)", "url": "https://dataset.raid-bench.xyz/train_none.csv", "rows_scanned": 467985, "selection": "Seeded reservoir per domain/generator; 12 human and6 AI per available stratum, minimum150 words, first350 whitespace words. No score-based selection.", "examples": 624, "overlap_candidates_rejected": 0, "repo_license": "MIT; underlying source texts retain their original rights. Texts not republished in the public report." } ] }, "limits": [ "Not a representative population estimate. English RAID subset is external to BAOI training but not the official RAID test partition.", "French human controls are historical prose from three authors, not modern office writing. Only four fresh AI texts per language; cannot establish a general detection rate.", "Controlled mixtures and formatting edits are artificial stress cases, not natural human revisions.", "Overlap filtering excludes matching64-token blocks in the first400 tokens of collected DetectRL-X records; it cannot guarantee that all underlying web sources differ.", "High means a high experimental score, not proof of AI authorship. Low does not establish human authorship." ], "groups": [ { "group": "French historical prose / fr / human", "examples": 36, "high": 0, "low": 35, "uncertain": 1, "abstained": 0 }, { "group": "RAID / en / ai", "examples": 528, "high": 56, "low": 310, "uncertain": 136, "abstained": 26 }, { "group": "RAID / en / human", "examples": 96, "high": 0, "low": 75, "uncertain": 18, "abstained": 3 }, { "group": "Fresh assistant prose / fr / ai", "examples": 4, "high": 0, "low": 3, "uncertain": 1, "abstained": 0 }, { "group": "Fresh assistant prose / en / ai", "examples": 4, "high": 0, "low": 4, "uncertain": 0, "abstained": 0 }, { "group": "Controlled mixtures / fr / mixed", "examples": 4, "high": 0, "low": 4, "uncertain": 0, "abstained": 0 }, { "group": "Controlled mixtures / en / mixed", "examples": 4, "high": 0, "low": 4, "uncertain": 0, "abstained": 0 }, { "group": "AI formatting edits / fr / ai", "examples": 4, "high": 0, "low": 3, "uncertain": 1, "abstained": 0 }, { "group": "AI formatting 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