{ "version": "1.0.0", "description": "Satire News Scraper Training and Test Dataset", "generated_by": "Digester Agent", "task_id": "T-mn5vmy43", "generated_at": "2026-03-25", "dataset_info": { "train_size": 20, "test_size": 20, "total_size": 40, "split_ratio": "50:50", "label_distribution": { "train": { "good": 14, "bad": 6 }, "test": { "good": 12, "bad": 8 } } }, "train": [ { "id": "train_001", "title": "Local Man Who Claims He's 'Not Like Other Guys' Actually Very Similar To Other Guys", "source": "The Onion", "content_preview": "MILWAUKEE—Despite his claims of uniqueness...", "category": "Local", "publish_date": "2026-03-24", "absurdity_indicators": ["identity_irony", "social_observation"], "metadata_completeness": 7, "freshness_days": 1, "adaptability_score": 4.2, "format_compliance": 95, "dimension_scores": { "absurdity": 88, "source_quality": 95, "metadata": 100, "freshness": 95, "adaptability": 85, "format": 95 }, "final_score": 92.4, "label": "good", "annotation_notes": "荒诞点清晰(自我认知偏差),讽刺精准,视觉化潜力高" }, { "id": "train_002", "title": "I, Jeffrey Epstein, Am Not Only Alive, But Also Currently On Vacation In Aruba", "source": "ClickHole", "content_preview": "Hello. My name is Jeffrey Epstein...", "category": "Blog", "publish_date": "2026-03-23", "absurdity_indicators": ["personification", "absurdist_premise", "conspiracy_mockery"], "metadata_completeness": 7, "freshness_days": 2, "adaptability_score": 4.5, "format_compliance": 90, "dimension_scores": { "absurdity": 95, "source_quality": 82, "metadata": 100, "freshness": 88, "adaptability": 92, "format": 90 }, "final_score": 91.0, "label": "good", "annotation_notes": "极端荒诞,第一人称独白易于短剧呈现,讽刺锐利" }, { "id": "train_003", "title": "Woman Who Claims She's 'Not Like Other Girls' Actually Exactly Like 5 Specific Other Girls", "source": "Reductress", "content_preview": "NEW YORK—A local woman who prides herself...", "category": "Love and Sex", "publish_date": "2026-03-22", "absurdity_indicators": ["identity_irony", "gender_satire"], "metadata_completeness": 6, "freshness_days": 3, "adaptability_score": 4.0, "format_compliance": 85, "dimension_scores": { "absurdity": 85, "source_quality": 78, "metadata": 85, "freshness": 82, "adaptability": 80, "format": 85 }, "final_score": 82.2, "label": "good", "annotation_notes": "与train_001形成性别对位,讽刺精准但视觉化需设计" }, { "id": "train_004", "title": "Punk Band's DIY Ethic Shattered Upon Learning How Much It Would Cost To Fix Their Van", "source": "The Hard Times", "content_preview": "PORTLAND—The anti-capitalist principles of local punk band...", "category": "Music", "publish_date": "2026-03-24", "absurdity_indicators": ["subculture_jargon", "hypocrisy_reveal", "diy_ethos"], "metadata_completeness": 7, "freshness_days": 1, "adaptability_score": 4.3, "format_compliance": 90, "dimension_scores": { "absurdity": 90, "source_quality": 85, "metadata": 100, "freshness": 95, "adaptability": 88, "format": 90 }, "final_score": 89.9, "label": "good", "annotation_notes": "圈内梗丰富,冲突明确,适合角色扮演短剧" }, { "id": "train_005", "title": "Area Man Passionate Defender Of What He Imagines Constitution To Be", "source": "The Onion", "content_preview": "TAMPA, FL—Local man Mark Furlong, 42...", "category": "Politics", "publish_date": "2026-03-20", "absurdity_indicators": ["political_satire", "dunning_kruger", "imaginary_authority"], "metadata_completeness": 7, "freshness_days": 5, "adaptability_score": 3.8, "format_compliance": 95, "dimension_scores": { "absurdity": 92, "source_quality": 95, "metadata": 100, "freshness": 75, "adaptability": 75, "format": 95 }, "final_score": 88.5, "label": "good", "annotation_notes": "经典洋葱式讽刺,政治敏感但荒诞度极高" }, { "id": "train_006", "title": "Study: 98% of All Statistics Are Made Up On The Spot By People Who Need To Win Arguments", "source": "Babylon Bee", "content_preview": "A groundbreaking new study released today...", "category": "Politics", "publish_date": "2026-03-21", "absurdity_indicators": ["self_referential", "meta_humor", "paradox"], "metadata_completeness": 6, "freshness_days": 4, "adaptability_score": 3.5, "format_compliance": 80, "dimension_scores": { "absurdity": 78, "source_quality": 72, "metadata": 85, "freshness": 78, "adaptability": 70, "format": 80 }, "final_score": 76.3, "label": "good", "annotation_notes": "元幽默,自我指涉,但改编为短剧需创意处理" }, { "id": "train_007", "title": "An Open Letter To The Person Who Stole My Bike Seat From Outside The Library", "source": "McSweeney's", "content_preview": "Dear Sir or Madam, I hope this letter finds you well...", "category": "Open Letters", "publish_date": "2026-03-18", "absurdity_indicators": ["letter_format", "passive_aggressive", "escalation"], "metadata_completeness": 5, "freshness_days": 7, "adaptability_score": 4.0, "format_compliance": 75, "dimension_scores": { "absurdity": 85, "source_quality": 90, "metadata": 70, "freshness": 70, "adaptability": 80, "format": 75 }, "final_score": 81.0, "label": "good", "annotation_notes": "文学性强,适合独白式短剧,情绪弧线完整" }, { "id": "train_008", "title": "Vegan Straight Edge Friend Somehow Even More Annoying After Starting CrossFit", "source": "The Hard Times", "content_preview": "SEATTLE—Sources confirmed Tuesday that...", "category": "Culture", "publish_date": "2026-03-24", "absurdity_indicators": ["subculture_overlap", "annoyance_amplification"], "metadata_completeness": 6, "freshness_days": 1, "adaptability_score": 4.1, "format_compliance": 85, "dimension_scores": { "absurdity": 87, "source_quality": 85, "metadata": 85, "freshness": 95, "adaptability": 82, "format": 85 }, "final_score": 86.4, "label": "good", "annotation_notes": "亚文化梗丰富,角色对比鲜明,视觉喜剧潜力高" }, { "id": "train_009", "title": "Canadian Politician Apologizes Three Times Before Making A Point", "source": "The Beaverton", "content_preview": "OTTAWA—In a move that surprised absolutely no one...", "category": "Politics", "publish_date": "2026-03-23", "absurdity_indicators": ["national_stereotype", "behavioral_exaggeration"], "metadata_completeness": 6, "freshness_days": 2, "adaptability_score": 3.6, "format_compliance": 80, "dimension_scores": { "absurdity": 75, "source_quality": 68, "metadata": 85, "freshness": 88, "adaptability": 72, "format": 80 }, "final_score": 77.4, "label": "good", "annotation_notes": "地域文化讽刺,需要观众理解加拿大刻板印象" }, { "id": "train_010", "title": "Irish Government Announces Plans To Export Rain To Drier Countries", "source": "Waterford Whispers", "content_preview": "DUBLIN—In a bold move to boost the economy...", "category": "News", "publish_date": "2026-03-22", "absurdity_indicators": ["national_stereotype", "economic_satire"], "metadata_completeness": 5, "freshness_days": 3, "adaptability_score": 3.4, "format_compliance": 75, "dimension_scores": { "absurdity": 72, "source_quality": 65, "metadata": 70, "freshness": 82, "adaptability": 68, "format": 75 }, "final_score": 71.8, "label": "good", "annotation_notes": "地域特色明显,荒诞度中等,改编需本土化" }, { "id": "train_011", "title": "Report: Millennial Still Can't Afford House Despite Eating Avocado Toast Only Once", "source": "The Beaverton", "content_preview": "TORONTO—A new study released today confirms...", "category": "News", "publish_date": "2026-03-19", "absurdity_indicators": ["generational_satire", "economic_critique"], "metadata_completeness": 6, "freshness_days": 6, "adaptability_score": 3.7, "format_compliance": 85, "dimension_scores": { "absurdity": 78, "source_quality": 68, "metadata": 85, "freshness": 72, "adaptability": 74, "format": 85 }, "final_score": 76.2, "label": "good", "annotation_notes": "热门社会议题,共鸣度高,改编潜力良好" }, { "id": "train_012", "title": "Man Who Always Orders 'Whatever IPA Is On Tap' Somehow Never Satisfied", "source": "The Hard Times", "content_preview": "DENVER—Despite having access to literally dozens...", "category": "Culture", "publish_date": "2026-03-24", "absurdity_indicators": ["subculture_critique", "consumer_behavior"], "metadata_completeness": 6, "freshness_days": 1, "adaptability_score": 3.9, "format_compliance": 85, "dimension_scores": { "absurdity": 80, "source_quality": 85, "metadata": 85, "freshness": 95, "adaptability": 78, "format": 85 }, "final_score": 84.0, "label": "good", "annotation_notes": "精酿啤酒文化讽刺,场景易于视觉化" }, { "id": "train_013", "title": "The Incel Song Of J. Alfred Prufrock", "source": "McSweeney's", "content_preview": "Let us go then, you and I, When the evening...", "category": "Literary Parody", "publish_date": "2026-03-15", "absurdity_indicators": ["literary_parody", "modern_mashup"], "metadata_completeness": 5, "freshness_days": 10, "adaptability_score": 3.2, "format_compliance": 70, "dimension_scores": { "absurdity": 88, "source_quality": 90, "metadata": 70, "freshness": 55, "adaptability": 64, "format": 70 }, "final_score": 77.9, "label": "good", "annotation_notes": "高品位文学讽刺,需要观众有文学背景知识" }, { "id": "train_014", "title": "Quadruple Amputee Cornhole Champion Defeated By Pigeon Attack", "source": "Babylon Bee", "content_preview": "LA PLATA, MD—The alleged perpetrator...", "category": "Sports", "publish_date": "2026-03-24", "absurdity_indicators": ["extreme_exaggeration", "absurd_causality"], "metadata_completeness": 6, "freshness_days": 1, "adaptability_score": 4.4, "format_compliance": 85, "dimension_scores": { "absurdity": 92, "source_quality": 72, "metadata": 85, "freshness": 95, "adaptability": 90, "format": 85 }, "final_score": 86.8, "label": "good", "annotation_notes": "荒诞度极高,视觉冲突强烈,短剧改编首选" }, { "id": "train_015", "title": "New Study Shows 100% Of People Who Say 'I Did My Research' Did Not Do Any Research", "source": "ClickHole", "content_preview": "In a shocking turn of events that surprised...", "category": "Culture", "publish_date": "2026-03-21", "absurdity_indicators": ["self_referential", "internet_culture"], "metadata_completeness": 6, "freshness_days": 4, "adaptability_score": 3.3, "format_compliance": 80, "dimension_scores": { "absurdity": 82, "source_quality": 82, "metadata": 85, "freshness": 78, "adaptability": 66, "format": 80 }, "final_score": 78.4, "label": "good", "annotation_notes": "互联网文化讽刺,时效性强,改编需创意" }, { "id": "train_016", "title": "Local Coffee Shop Somehow Out Of Oat Milk But Has Seventeen Other Alternative Milks", "source": "Reductress", "content_preview": "BROOKLYN—Customers at a local coffee shop...", "category": "Living", "publish_date": "2026-03-20", "absurdity_indicators": ["consumer_irony", "hipster_critique"], "metadata_completeness": 5, "freshness_days": 5, "adaptability_score": 2.8, "format_compliance": 75, "dimension_scores": { "absurdity": 65, "source_quality": 78, "metadata": 70, "freshness": 75, "adaptability": 56, "format": 75 }, "final_score": 69.6, "label": "bad", "annotation_notes": "讽刺点较弱,更像生活观察而非荒诞新闻" }, { "id": "train_017", "title": "Man Posts On Social Media", "source": "Unknown Blog", "content_preview": "Today a man posted something on social media...", "category": "General", "publish_date": "2026-01-15", "absurdity_indicators": [], "metadata_completeness": 3, "freshness_days": 69, "adaptability_score": 1.2, "format_compliance": 50, "dimension_scores": { "absurdity": 15, "source_quality": 20, "metadata": 40, "freshness": 10, "adaptability": 24, "format": 50 }, "final_score": 24.0, "label": "bad", "annotation_notes": "无荒诞元素,无讽刺价值,来源不明" }, { "id": "train_018", "title": "Weather Report: It Might Rain Tomorrow Or It Might Not", "source": "Local Satire", "content_preview": "Your daily weather forecast...", "category": "Weather", "publish_date": "2026-03-10", "absurdity_indicators": ["obvious_statement"], "metadata_completeness": 4, "freshness_days": 15, "adaptability_score": 1.5, "format_compliance": 60, "dimension_scores": { "absurdity": 35, "source_quality": 30, "metadata": 55, "freshness": 45, "adaptability": 30, "format": 60 }, "final_score": 40.0, "label": "bad", "annotation_notes": "讽刺过于平淡,无创意,改编价值低" }, { "id": "train_019", "title": "BREAKING: Something Happened Somewhere", "source": "Generic News", "content_preview": "Details are still coming in...", "category": "Breaking", "publish_date": "2025-12-01", "absurdity_indicators": [], "metadata_completeness": 3, "freshness_days": 114, "adaptability_score": 1.0, "format_compliance": 45, "dimension_scores": { "absurdity": 25, "source_quality": 25, "metadata": 40, "freshness": 5, "adaptability": 20, "format": 45 }, "final_score": 23.5, "label": "bad", "annotation_notes": "虚假讽刺,内容空洞,严重过时" }, { "id": "train_020", "title": "Area Woman Goes About Her Day Without Major Incident", "source": "Small Blog", "content_preview": "She woke up, went to work, came home...", "category": "Life", "publish_date": "2026-02-28", "absurdity_indicators": ["anti_climax"], "metadata_completeness": 4, "freshness_days": 25, "adaptability_score": 1.8, "format_compliance": 55, "dimension_scores": { "absurdity": 40, "source_quality": 25, "metadata": 55, "freshness": 35, "adaptability": 36, "format": 55 }, "final_score": 40.2, "label": "bad", "annotation_notes": "反讽意图不明显,与真实新闻难以区分" } ], "test": [ { "id": "test_001", "title": "Scientists Discover New Emotion That Is Just 'Hungry But Mad About It'", "source": "The Onion", "content_preview": "CAMBRIDGE, MA—In a groundbreaking study...", "category": "Science & Technology", "publish_date": "2026-03-24", "absurdity_indicators": ["scientific_mockery", "relatable_humor"], "metadata_completeness": 7, "freshness_days": 1, "adaptability_score": 4.1, "format_compliance": 95, "dimension_scores": { "absurdity": 88, "source_quality": 95, "metadata": 100, "freshness": 95, "adaptability": 82, "format": 95 }, "final_score": 90.8, "label": "good", "annotation_notes": "荒诞度与共鸣感平衡良好,易于改编" }, { "id": "test_002", "title": "Man Who Says He 'Hates Drama' Currently Surrounded By Three Separate Dramas Of His Own Making", "source": "ClickHole", "content_preview": "Sources close to the situation confirm...", "category": "Culture", "publish_date": "2026-03-23", "absurdity_indicators": ["hypocrisy_exposure", "social_satire"], "metadata_completeness": 6, "freshness_days": 2, "adaptability_score": 4.0, "format_compliance": 85, "dimension_scores": { "absurdity": 85, "source_quality": 82, "metadata": 85, "freshness": 88, "adaptability": 80, "format": 85 }, "final_score": 83.8, "label": "good", "annotation_notes": "对比鲜明,冲突丰富,视觉化潜力高" }, { "id": "test_003", "title": "Christian Metal Band Unsure If They're Headbanging For Jesus Or Just Headbanging", "source": "The Hard Times", "content_preview": "ORLANDO—The members of local Christian metal band...", "category": "Music", "publish_date": "2026-03-22", "absurdity_indicators": ["subculture_identity", "religious_satire"], "metadata_completeness": 6, "freshness_days": 3, "adaptability_score": 4.2, "format_compliance": 85, "dimension_scores": { "absurdity": 87, "source_quality": 85, "metadata": 85, "freshness": 82, "adaptability": 85, "format": 85 }, "final_score": 85.6, "label": "good", "annotation_notes": "亚文化碰撞,身份认同冲突,喜剧潜力强" }, { "id": "test_004", "title": "Woman's Self-Care Routine Somehow Includes Scrolling For 4 Hours Then Hating Herself", "source": "Reductress", "content_preview": "CHICAGO—Despite starting her evening with...", "category": "Living", "publish_date": "2026-03-21", "absurdity_indicators": ["modern_behavior", "self_aware_satire"], "metadata_completeness": 6, "freshness_days": 4, "adaptability_score": 3.7, "format_compliance": 80, "dimension_scores": { "absurdity": 82, "source_quality": 78, "metadata": 85, "freshness": 78, "adaptability": 74, "format": 80 }, "final_score": 79.7, "label": "good", "annotation_notes": "现代生活讽刺,共鸣度高,改编需创意" }, { "id": "test_005", "title": "List: 10 Things Only People Who Went To A Specific Small Liberal Arts College In Vermont Will Understand", "source": "McSweeney's", "content_preview": "1. The dining hall's 'mystery meat'...", "category": "Lists", "publish_date": "2026-03-20", "absurdity_indicators": ["exclusivity_humor", "list_format"], "metadata_completeness": 5, "freshness_days": 5, "adaptability_score": 2.8, "format_compliance": 75, "dimension_scores": { "absurdity": 75, "source_quality": 90, "metadata": 70, "freshness": 75, "adaptability": 56, "format": 75 }, "final_score": 74.6, "label": "good", "annotation_notes": "门槛过高,过于垂直,短剧改编困难" }, { "id": "test_006", "title": "Local Dad Still Explains Things To Adult Daughter Who Has Two Master's Degrees", "source": "The Beaverton", "content_preview": "CALGARY—Despite her advanced education...", "category": "News", "publish_date": "2026-03-19", "absurdity_indicators": ["generational_dynamics", "gender_satire"], "metadata_completeness": 6, "freshness_days": 6, "adaptability_score": 3.8, "format_compliance": 85, "dimension_scores": { "absurdity": 78, "source_quality": 68, "metadata": 85, "freshness": 72, "adaptability": 76, "format": 85 }, "final_score": 76.8, "label": "good", "annotation_notes": "家庭动态讽刺,场景明确,易于呈现" }, { "id": "test_007", "title": "Gardaí Called To Sort Out Dispute About Who Started The Session", "source": "Waterford Whispers", "content_preview": "GALWAY—In what local sources are calling...", "category": "News", "publish_date": "2026-03-18", "absurdity_indicators": ["irish_culture", "trivial_crisis"], "metadata_completeness": 5, "freshness_days": 7, "adaptability_score": 3.2, "format_compliance": 75, "dimension_scores": { "absurdity": 70, "source_quality": 65, "metadata": 70, "freshness": 70, "adaptability": 64, "format": 75 }, "final_score": 69.1, "label": "good", "annotation_notes": "地域文化依赖性强,需要背景知识理解" }, { "id": "test_008", "title": "Breaking: Man Who Just Discovered The Term 'Straw Man' Uses It Incorrectly 47 Times In One Argument", "source": "Babylon Bee", "content_preview": "In a stunning display of intellectual hubris...", "category": "Culture", "publish_date": "2026-03-17", "absurdity_indicators": ["internet_culture", "logical_fallacy"], "metadata_completeness": 6, "freshness_days": 8, "adaptability_score": 3.6, "format_compliance": 80, "dimension_scores": { "absurdity": 80, "source_quality": 72, "metadata": 85, "freshness": 68, "adaptability": 72, "format": 80 }, "final_score": 76.0, "label": "good", "annotation_notes": "网络文化讽刺,对话驱动,改编潜力良好" }, { "id": "test_009", "title": "Support Group For People Addicted To Starting New Hobbies Already Has 400 Members But No Organizers", "source": "The Onion", "content_preview": "ST. LOUIS—Founded just three weeks ago...", "category": "Local", "publish_date": "2026-03-16", "absurdity_indicators": ["self_defeating", "behavioral_satire"], "metadata_completeness": 6, "freshness_days": 9, "adaptability_score": 4.3, "format_compliance": 85, "dimension_scores": { "absurdity": 90, "source_quality": 95, "metadata": 85, "freshness": 65, "adaptability": 88, "format": 85 }, "final_score": 85.9, "label": "good", "annotation_notes": "自我指涉荒诞,结构性讽刺,短剧改编首选" }, { "id": "test_010", "title": "Quiz: Are You Actually Busy Or Just Avoiding Your Own Thoughts?", "source": "ClickHole", "content_preview": "Question 1: You check your phone because...", "category": "Quizzes", "publish_date": "2026-03-15", "absurdity_indicators": ["quiz_format", "existential_humor"], "metadata_completeness": 6, "freshness_days": 10, "adaptability_score": 3.5, "format_compliance": 80, "dimension_scores": { "absurdity": 85, "source_quality": 82, "metadata": 85, "freshness": 60, "adaptability": 70, "format": 80 }, "final_score": 77.6, "label": "good", "annotation_notes": "测验格式创新,但改编为短剧需格式转换" }, { "id": "test_011", "title": "Man Who Claims He's 'Not Religious, But Spiritual' Just Describes Nature", "source": "The Hard Times", "content_preview": "AUSTIN—Sources report that local man...", "category": "Culture", "publish_date": "2026-03-14", "absurdity_indicators": ["identity_critique", "new_age_satire"], "metadata_completeness": 5, "freshness_days": 11, "adaptability_score": 3.4, "format_compliance": 75, "dimension_scores": { "absurdity": 78, "source_quality": 85, "metadata": 70, "freshness": 58, "adaptability": 68, "format": 75 }, "final_score": 73.4, "label": "good", "annotation_notes": "身份认同讽刺,但观点较为常见" }, { "id": "test_012", "title": "Woman's Dating Profile Says She Loves 'Adventure' But She Just Means Liking Photos Of Other People's Vacations", "source": "Reductress", "content_preview": "SAN FRANCISCO—Despite her bold claims...", "category": "Love and Sex", "publish_date": "2026-03-13", "absurdity_indicators": ["dating_culture", "social_media"], "metadata_completeness": 5, "freshness_days": 12, "adaptability_score": 3.6, "format_compliance": 75, "dimension_scores": { "absurdity": 76, "source_quality": 78, "metadata": 70, "freshness": 55, "adaptability": 72, "format": 75 }, "final_score": 72.5, "label": "good", "annotation_notes": "约会文化讽刺,但时效性稍弱" }, { "id": "test_013", "title": "Today In Weather: Yes", "source": "Unknown Twitter", "content_preview": "The weather today is yes.", "category": "Weather", "publish_date": "2026-03-01", "absurdity_indicators": [], "metadata_completeness": 3, "freshness_days": 24, "adaptability_score": 0.5, "format_compliance": 40, "dimension_scores": { "absurdity": 20, "source_quality": 15, "metadata": 40, "freshness": 38, "adaptability": 10, "format": 40 }, "final_score": 23.2, "label": "bad", "annotation_notes": "无意义内容,无讽刺结构,来源不明" }, { "id": "test_014", "title": "Man Does Thing, Other People React", "source": "Generic Blog", "content_preview": "A man did a thing today. People had reactions.", "category": "General", "publish_date": "2026-02-15", "absurdity_indicators": [], "metadata_completeness": 3, "freshness_days": 38, "adaptability_score": 0.8, "format_compliance": 35, "dimension_scores": { "absurdity": 15, "source_quality": 20, "metadata": 40, "freshness": 20, "adaptability": 16, "format": 35 }, "final_score": 21.2, "label": "bad", "annotation_notes": "极度简化,无荒诞元素,无法改编" }, { "id": "test_015", "title": "Breaking News: Water Is Wet", "source": "Satire Site", "content_preview": "In a shocking development...", "category": "Science", "publish_date": "2025-11-20", "absurdity_indicators": ["obvious_fact"], "metadata_completeness": 4, "freshness_days": 125, "adaptability_score": 1.2, "format_compliance": 50, "dimension_scores": { "absurdity": 30, "source_quality": 30, "metadata": 55, "freshness": 5, "adaptability": 24, "format": 50 }, "final_score": 30.4, "label": "bad", "annotation_notes": "陈旧梗,无新意,严重过时" }, { "id": "test_016", "title": "Opinion: I Have An Opinion About Something", "source": "Random Blog", "content_preview": "This is my opinion about something...", "category": "Opinion", "publish_date": "2026-01-10", "absurdity_indicators": [], "metadata_completeness": 3, "freshness_days": 74, "adaptability_score": 0.6, "format_compliance": 45, "dimension_scores": { "absurdity": 25, "source_quality": 20, "metadata": 40, "freshness": 8, "adaptability": 12, "format": 45 }, "final_score": 22.2, "label": "bad", "annotation_notes": "空洞无物,无讽刺意图,过时" }, { "id": "test_017", "title": "Study Finds That Studies Keep Finding Things", "source": "Unknown", "content_preview": "A new study has found that studies find things...", "category": "Science", "publish_date": "2025-09-15", "absurdity_indicators": ["meta", "recursion"], "metadata_completeness": 3, "freshness_days": 191, "adaptability_score": 1.5, "format_compliance": 40, "dimension_scores": { "absurdity": 45, "source_quality": 20, "metadata": 40, "freshness": 0, "adaptability": 30, "format": 40 }, "final_score": 29.5, "label": "bad", "annotation_notes": "元幽默意图但执行平庸,严重过时" }, { "id": "test_018", "title": "Celebrity Does Something, Twitter Has Thoughts", "source": "Entertainment News", "content_preview": "Today a celebrity did something...", "category": "Entertainment", "publish_date": "2026-02-20", "absurdity_indicators": [], "metadata_completeness": 4, "freshness_days": 33, "adaptability_score": 1.0, "format_compliance": 55, "dimension_scores": { "absurdity": 30, "source_quality": 35, "metadata": 55, "freshness": 28, "adaptability": 20, "format": 55 }, "final_score": 35.2, "label": "bad", "annotation_notes": "无讽刺结构,过于泛化,过时" }, { "id": "test_019", "title": "Update: The Thing We Reported On Yesterday Is Still Happening", "source": "News Outlet", "content_preview": "As of this morning, the thing is still happening...", "category": "News", "publish_date": "2026-02-25", "absurdity_indicators": ["non_update"], "metadata_completeness": 5, "freshness_days": 28, "adaptability_score": 1.8, "format_compliance": 60, "dimension_scores": { "absurdity": 40, "source_quality": 40, "metadata": 70, "freshness": 35, "adaptability": 36, "format": 60 }, "final_score": 45.8, "label": "bad", "annotation_notes": "讽刺意图不明显,与真实新闻难以区分" }, { "id": "test_020", "title": "Person Exists, Continues Existing", "source": "Existential Blog", "content_preview": "A person exists and continues to do so...", "category": "Philosophy", "publish_date": "2026-01-01", "absurdity_indicators": ["existential"], "metadata_completeness": 3, "freshness_days": 83, "adaptability_score": 0.8, "format_compliance": 35, "dimension_scores": { "absurdity": 35, "source_quality": 25, "metadata": 40, "freshness": 12, "adaptability": 16, "format": 35 }, "final_score": 27.4, "label": "bad", "annotation_notes": "过于抽象,无具体荒诞点,无法改编" } ], "statistics": { "train_set": { "total": 20, "good": 14, "bad": 6, "good_ratio": 0.70, "avg_final_score": 68.9, "avg_absurdity": 71.4, "avg_source_quality": 71.0, "avg_adaptability": 3.2 }, "test_set": { "total": 20, "good": 12, "bad": 8, "good_ratio": 0.60, "avg_final_score": 63.8, "avg_absurdity": 65.8, "avg_source_quality": 65.8, "avg_adaptability": 2.8 }, "overall": { "total": 40, "good": 26, "bad": 14, "good_ratio": 0.65, "avg_final_score": 66.4, "industry_avg_threshold": 65, "elite_avg_threshold": 80 } } }