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"semantic_top_group": "cat:background_composition", "semantic_margin": "0.004520", "semantic_entropy_norm": "0.963134", "strongest_group_by_lift": "wiki:art_style", "strongest_group_lift": "0.213220", "suggested_probe_bundle": "scene_pose", "needs_glossary": "0", "combined_score": "0.054002", "actionable_score": "0.007520" }, { "tag": "canis", "sample_occurrences": "159", "fluffyrock_count": "587772", "prevalence": "0.159000", "ig_sum_bits": "0.188810", "ig_mean_bits": "0.003562", "delta_top5_mass": "0.241610", "mean_abs_log2_lift": "0.743852", "semantic_top_group": "cat:limbs", "semantic_margin": "0.005960", "semantic_entropy_norm": "0.968348", "strongest_group_by_lift": "cat:information", "strongest_group_lift": "0.000000", "suggested_probe_bundle": "species_taxonomy", "needs_glossary": "1", "combined_score": "0.035614", "actionable_score": "0.007483" }, { "tag": "long_hair", "sample_occurrences": "62", "fluffyrock_count": "261330", "prevalence": "0.062000", "ig_sum_bits": "0.355282", "ig_mean_bits": "0.006703", "delta_top5_mass": "0.327226", "mean_abs_log2_lift": "0.500167", "semantic_top_group": "cat:hair", "semantic_margin": "0.091200", "semantic_entropy_norm": "0.962667", "strongest_group_by_lift": "cat:hair", "strongest_group_lift": "2.680965", "suggested_probe_bundle": "other", "needs_glossary": "0", "combined_score": "0.044438", "actionable_score": "0.007477" }, { "tag": "white_fur", "sample_occurrences": "133", "fluffyrock_count": "426284", "prevalence": "0.133000", "ig_sum_bits": "0.279758", "ig_mean_bits": "0.005278", "delta_top5_mass": "0.190917", "mean_abs_log2_lift": "0.799621", "semantic_top_group": "cat:posture", "semantic_margin": "0.004182", "semantic_entropy_norm": "0.963464", "strongest_group_by_lift": "cat:information", "strongest_group_lift": "0.000000", "suggested_probe_bundle": "other", "needs_glossary": "0", "combined_score": "0.049235", "actionable_score": "0.007363" }, { "tag": "jewelry", "sample_occurrences": "53", "fluffyrock_count": "185593", "prevalence": "0.053000", "ig_sum_bits": "0.405028", "ig_mean_bits": "0.007642", "delta_top5_mass": "0.329660", "mean_abs_log2_lift": "1.548813", "semantic_top_group": "cat:body_decor", "semantic_margin": "0.065941", "semantic_entropy_norm": "0.966169", "strongest_group_by_lift": "wiki:character_relations", "strongest_group_lift": "0.000000", "suggested_probe_bundle": "other", "needs_glossary": "0", "combined_score": "0.046905", "actionable_score": "0.007316" }, { "tag": "cleavage", "sample_occurrences": "41", "fluffyrock_count": "116981", "prevalence": "0.041000", "ig_sum_bits": "0.368920", "ig_mean_bits": "0.006961", "delta_top5_mass": "0.424000", "mean_abs_log2_lift": "1.077146", "semantic_top_group": "cat:breasts", "semantic_margin": "0.048045", "semantic_entropy_norm": "0.952018", "strongest_group_by_lift": "wiki:themes", "strongest_group_lift": "0.000000", "suggested_probe_bundle": "other", "needs_glossary": "0", "combined_score": "0.038332", "actionable_score": "0.006721" }, { "tag": "duo", "sample_occurrences": "246", "fluffyrock_count": "1327850", "prevalence": "0.246000", "ig_sum_bits": "0.196565", "ig_mean_bits": "0.003709", "delta_top5_mass": "0.131317", "mean_abs_log2_lift": "0.251101", "semantic_top_group": "cat:gaze", "semantic_margin": "0.011348", "semantic_entropy_norm": "0.964475", "strongest_group_by_lift": "wiki:character_relations", "strongest_group_lift": "2.405840", "suggested_probe_bundle": "count_cardinality", "needs_glossary": "1", "combined_score": "0.043832", "actionable_score": "0.006575" } ], "bundle_scores": [ { "bundle": "clothing_state", "bundle_score_top5_actionable": 0.669466, "top_tags": [ "clothing", "clothed", "topwear", "bottomwear", "shirt" ], "glossary_rate_top5": 0.4 }, { "bundle": "other", "bundle_score_top5_actionable": 0.425525, "top_tags": [ "hair", "female", "male", "canine", "fingers" ], "glossary_rate_top5": 0.2 }, { "bundle": "scene_pose", "bundle_score_top5_actionable": 0.322049, "top_tags": [ "simple_background", "standing", "white_background", "outside", "sitting" ], "glossary_rate_top5": 0.0 }, { "bundle": "gaze_expression", "bundle_score_top5_actionable": 0.320334, "top_tags": [ "smile", "looking_at_viewer", "open_mouth", "blush", "eyes_closed" ], "glossary_rate_top5": 0.0 }, { "bundle": "body_type_presence", "bundle_score_top5_actionable": 0.158529, "top_tags": [ "anthro", "biped", "feral", "humanoid", "quadruped" ], "glossary_rate_top5": 0.6 }, { "bundle": "text_symbols", "bundle_score_top5_actionable": 0.125053, "top_tags": [ "text", "dialogue", "<3" ], "glossary_rate_top5": 0.333 }, { "bundle": "body_shape_breasts", "bundle_score_top5_actionable": 0.079118, "top_tags": [ "breasts", "big_breasts", "wide_hips", "thick_thighs", "muscular_male" ], "glossary_rate_top5": 0.0 }, { "bundle": "species_taxonomy", "bundle_score_top5_actionable": 0.065936, "top_tags": [ "canid", "mammal", "canis", "equid", "leporid" ], "glossary_rate_top5": 0.8 }, { "bundle": "count_cardinality", "bundle_score_top5_actionable": 0.023691, "top_tags": [ "solo", "duo", "group", "trio", "husky" ], "glossary_rate_top5": 0.6 } ], "diversified_probe_shortlist": [ "clothing", "hair", "simple_background", "clothed", "text", "smile", "looking_at_viewer", "anthro", "breasts", "standing", "dialogue", "female", "solo", "open_mouth", "male" ], "outputs": { "csv": "E:\\image\\backup\\Prompt_Squirrel_RAG\\data\\analysis\\probe_informativeness.csv", "summary_json": "E:\\image\\backup\\Prompt_Squirrel_RAG\\data\\analysis\\probe_informativeness_summary.json" } }