{"id":"W4383103496","doi":"10.21608/deu.2023.306226","title":"تصور مقترح لتحسين التمكين الاقتصادي والتعليمي للمرأة المصرية في ضوء متطلبات المشروع القومي لتنمية الأسرة المصرية وتجارب الصين وكندا","year":2023,"lang":"ar","type":"article","venue":"دراسات فى التعلیم الجامعى","topic":"Gender, Education, and Development Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"United Nations Development Programme; Strong","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.005873136,0.002766497,0.002809262,0.002004707,0.00648111,0.002089336,0.004561145,0.00222323,0.01235096],"category_scores_gemma":[0.00169293,0.002992163,0.001489618,0.008530673,0.002376524,0.00243864,0.001078126,0.002184142,0.0438528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450769,"about_ca_system_score_gemma":0.005603931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008897727,"about_ca_topic_score_gemma":0.006677552,"domain_scores_codex":[0.9786519,0.002191537,0.003590303,0.004376644,0.005050268,0.006139352],"domain_scores_gemma":[0.9889247,0.001772896,0.00168785,0.003357291,0.001562402,0.002694855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004157044,0.002247738,0.04265362,0.000970807,0.001398807,0.0004101058,0.2497886,0.0002069248,0.001941298,0.02282332,0.6596893,0.0174538],"study_design_scores_gemma":[0.002746339,0.0004802377,0.03675729,0.0006325225,0.0005497622,0.00004477174,0.07387111,0.0003754986,0.001369737,0.01076405,0.8682077,0.004201011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6036822,0.01168629,0.0003285815,0.03307965,0.03669224,0.005578136,0.0008144029,0.005341041,0.3027975],"genre_scores_gemma":[0.7098355,0.01598461,0.001904538,0.00253838,0.009712724,0.0005332306,0.001221601,0.0006305373,0.2576389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2085184,"threshold_uncertainty_score":0.9990721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07509569011519496,"score_gpt":0.3714096901552772,"score_spread":0.2963140000400822,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}