gender-sensitization-engine / eval /validation_report_final.json
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deploy: FastAPI + mount_gradio_app pattern for /rewrite + Gradio UI
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{
"total_samples": 11848,
"samples_with_issues": 0,
"issue_types": {},
"field_completeness": {
"target_gender": {
"filled": 11848,
"empty": 0,
"percentage": 100.0
},
"bias_label": {
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"empty": 0,
"percentage": 100.0
},
"explicitness": {
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"empty": 10525,
"percentage": 11.166441593517893
},
"stereotype_category": {
"filled": 4284,
"empty": 7564,
"percentage": 36.158001350438894
},
"sentiment": {
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"empty": 0,
"percentage": 100.0
},
"device": {
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"empty": 0,
"percentage": 100.0
}
},
"value_distribution": {
"bias_label": {
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"neutral": 10525,
"derogation": 72,
"counter-stereotype": 70
},
"stereotype_category": {
"profession": 2147,
"religion_culture": 707,
"": 7564,
"leadership": 647,
"family_role": 708,
"daily_life": 60,
"capability": 8,
"appearance": 5,
"education": 2
},
"device": {
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"narrative": 9882,
"directive": 385,
"question": 787
},
"target_gender": {
"male": 4280,
"female": 412,
"neutral": 7141,
"mixed": 15
}
}
}