| { |
| "methodology": "n=1 per cell; spread = max(mean) - min(mean) across models; CV = coefficient of variation of model means; eta2 = eta-squared; omega2 = omega-squared (less biased)", |
| "tiers": { |
| "Tier 1 (excellent)": [ |
| "adv_character_break_bait_07" |
| ], |
| "Tier 2 (good)": [ |
| "adv_genre_shift_08", |
| "adv_subtle_ooc_06", |
| "adv_contradictory_lore_02", |
| "adv_impossible_physics_04" |
| ], |
| "Tier 3 (moderate)": [ |
| "adv_agency_bait_01", |
| "adv_time_pressure_05", |
| "adv_passive_user_03" |
| ], |
| "Tier 4 (poor)": [] |
| }, |
| "recommendations": [ |
| "All seeds provide meaningful discrimination" |
| ], |
| "seeds": [ |
| { |
| "seed": "adv_character_break_bait_07", |
| "spread": 0.7, |
| "cv": 0.0574, |
| "eta_sq": 1.0, |
| "omega_sq": 1.0, |
| "grand_mean": 4.3571, |
| "best_model": "claude_sonnet_4_5", |
| "best_score": 4.5, |
| "worst_model": "mistral_small_creative", |
| "worst_score": 3.8, |
| "scores": { |
| "claude_sonnet_4_5": 4.5, |
| "gpt_4_1": 4.5, |
| "gemini_2_5_flash": 4.2, |
| "deepseek_v3_2": 4.5, |
| "glm_4_7": 4.5, |
| "qwen3_5_flash": 4.5, |
| "mistral_small_creative": 3.8 |
| }, |
| "n_models": 7, |
| "n_sessions": 7, |
| "tier": "Tier 1 (excellent)" |
| }, |
| { |
| "seed": "adv_genre_shift_08", |
| "spread": 0.5, |
| "cv": 0.0348, |
| "eta_sq": 1.0, |
| "omega_sq": 1.0, |
| "grand_mean": 4.2714, |
| "best_model": "claude_sonnet_4_5", |
| "best_score": 4.6, |
| "worst_model": "mistral_small_creative", |
| "worst_score": 4.1, |
| "scores": { |
| "claude_sonnet_4_5": 4.6, |
| "gpt_4_1": 4.3, |
| "gemini_2_5_flash": 4.2, |
| "deepseek_v3_2": 4.3, |
| "glm_4_7": 4.2, |
| "qwen3_5_flash": 4.2, |
| "mistral_small_creative": 4.1 |
| }, |
| "n_models": 7, |
| "n_sessions": 7, |
| "tier": "Tier 2 (good)" |
| }, |
| { |
| "seed": "adv_subtle_ooc_06", |
| "spread": 0.5, |
| "cv": 0.0385, |
| "eta_sq": 1.0, |
| "omega_sq": 1.0, |
| "grand_mean": 4.3571, |
| "best_model": "claude_sonnet_4_5", |
| "best_score": 4.7, |
| "worst_model": "gemini_2_5_flash", |
| "worst_score": 4.2, |
| "scores": { |
| "claude_sonnet_4_5": 4.7, |
| "gpt_4_1": 4.5, |
| "gemini_2_5_flash": 4.2, |
| "deepseek_v3_2": 4.3, |
| "glm_4_7": 4.2, |
| "qwen3_5_flash": 4.3, |
| "mistral_small_creative": 4.3 |
| }, |
| "n_models": 7, |
| "n_sessions": 7, |
| "tier": "Tier 2 (good)" |
| }, |
| { |
| "seed": "adv_contradictory_lore_02", |
| "spread": 0.4, |
| "cv": 0.0277, |
| "eta_sq": 1.0, |
| "omega_sq": 1.0, |
| "grand_mean": 4.2571, |
| "best_model": "deepseek_v3_2", |
| "best_score": 4.5, |
| "worst_model": "gemini_2_5_flash", |
| "worst_score": 4.1, |
| "scores": { |
| "claude_sonnet_4_5": 4.2, |
| "gpt_4_1": 4.3, |
| "gemini_2_5_flash": 4.1, |
| "deepseek_v3_2": 4.5, |
| "glm_4_7": 4.2, |
| "qwen3_5_flash": 4.2, |
| "mistral_small_creative": 4.3 |
| }, |
| "n_models": 7, |
| "n_sessions": 7, |
| "tier": "Tier 2 (good)" |
| }, |
| { |
| "seed": "adv_impossible_physics_04", |
| "spread": 0.4, |
| "cv": 0.0262, |
| "eta_sq": 1.0, |
| "omega_sq": 1.0, |
| "grand_mean": 4.4286, |
| "best_model": "glm_4_7", |
| "best_score": 4.6, |
| "worst_model": "gpt_4_1", |
| "worst_score": 4.2, |
| "scores": { |
| "claude_sonnet_4_5": 4.5, |
| "gpt_4_1": 4.2, |
| "gemini_2_5_flash": 4.4, |
| "deepseek_v3_2": 4.5, |
| "glm_4_7": 4.6, |
| "qwen3_5_flash": 4.4, |
| "mistral_small_creative": 4.4 |
| }, |
| "n_models": 7, |
| "n_sessions": 7, |
| "tier": "Tier 2 (good)" |
| }, |
| { |
| "seed": "adv_agency_bait_01", |
| "spread": 0.3, |
| "cv": 0.0241, |
| "eta_sq": 1.0, |
| "omega_sq": 1.0, |
| "grand_mean": 4.2714, |
| "best_model": "claude_sonnet_4_5", |
| "best_score": 4.5, |
| "worst_model": "deepseek_v3_2", |
| "worst_score": 4.2, |
| "scores": { |
| "claude_sonnet_4_5": 4.5, |
| "gpt_4_1": 4.3, |
| "gemini_2_5_flash": 4.3, |
| "deepseek_v3_2": 4.2, |
| "glm_4_7": 4.2, |
| "qwen3_5_flash": 4.2, |
| "mistral_small_creative": 4.2 |
| }, |
| "n_models": 7, |
| "n_sessions": 7, |
| "tier": "Tier 3 (moderate)" |
| }, |
| { |
| "seed": "adv_time_pressure_05", |
| "spread": 0.3, |
| "cv": 0.0241, |
| "eta_sq": 1.0, |
| "omega_sq": 1.0, |
| "grand_mean": 4.3571, |
| "best_model": "glm_4_7", |
| "best_score": 4.6, |
| "worst_model": "claude_sonnet_4_5", |
| "worst_score": 4.3, |
| "scores": { |
| "claude_sonnet_4_5": 4.3, |
| "gpt_4_1": 4.3, |
| "gemini_2_5_flash": 4.3, |
| "deepseek_v3_2": 4.4, |
| "glm_4_7": 4.6, |
| "qwen3_5_flash": 4.3, |
| "mistral_small_creative": 4.3 |
| }, |
| "n_models": 7, |
| "n_sessions": 7, |
| "tier": "Tier 3 (moderate)" |
| }, |
| { |
| "seed": "adv_passive_user_03", |
| "spread": 0.2, |
| "cv": 0.0168, |
| "eta_sq": 1.0, |
| "omega_sq": 1.0, |
| "grand_mean": 4.1714, |
| "best_model": "gpt_4_1", |
| "best_score": 4.3, |
| "worst_model": "glm_4_7", |
| "worst_score": 4.1, |
| "scores": { |
| "claude_sonnet_4_5": 4.2, |
| "gpt_4_1": 4.3, |
| "gemini_2_5_flash": 4.2, |
| "deepseek_v3_2": 4.2, |
| "glm_4_7": 4.1, |
| "qwen3_5_flash": 4.1, |
| "mistral_small_creative": 4.1 |
| }, |
| "n_models": 7, |
| "n_sessions": 7, |
| "tier": "Tier 3 (moderate)" |
| } |
| ] |
| } |
