{"id":"W1577177822","doi":"","title":"Arab Women's Education and Gender Perceptions: An Insider Analysis","year":2006,"lang":"en","type":"article","venue":"Journal of international women's studies","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bridgewater State University","keywords":"Gender studies; Ethnic group; Insider; Socialization; Perception; Construct (python library); Sociology; Intersectionality; Population; Psychology; Social psychology; Political science; Demography","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":[],"consensus_categories":[],"category_scores_codex":[0.0008560682,0.0001101356,0.0002730245,0.000549685,0.0004124279,0.0001066839,0.0001735338,0.00003878116,0.0004954666],"category_scores_gemma":[0.0004306405,0.00009309674,0.00008604057,0.0004086672,0.0002696828,0.0005411678,0.00004067476,0.0001134978,0.000007764747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008196207,"about_ca_system_score_gemma":0.0002453523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006424184,"about_ca_topic_score_gemma":0.0001730896,"domain_scores_codex":[0.9985628,0.0001341403,0.0004321724,0.0001440405,0.0005191686,0.000207705],"domain_scores_gemma":[0.9980624,0.0001560583,0.000358322,0.00007345287,0.001263435,0.00008634169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006336148,0.001263975,0.3044653,0.0000249441,0.004781921,0.000005302667,0.6001629,0.0001549463,0.0001699306,0.06895895,0.01493652,0.005012039],"study_design_scores_gemma":[0.0002340965,0.00006352019,0.2724335,0.00001230588,0.0001188878,0.000007069424,0.6593114,0.000007580743,0.000002189014,0.03864831,0.02903123,0.0001300159],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808012,0.001380087,0.00004883286,0.003251445,0.001265792,0.00005391497,0.000003565157,0.00001297526,0.01318221],"genre_scores_gemma":[0.9880491,0.003038536,0.0006160518,0.0006678524,0.001381525,0.00002931078,0.000002747114,0.000006041992,0.00620883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05914851,"threshold_uncertainty_score":0.5425012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0344617497530605,"score_gpt":0.381222121292445,"score_spread":0.3467603715393845,"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."}}