{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00265776,0.0002583715,0.0003533345,0.002105874,0.002529548,0.002115564,0.0002655909,0.0003194815,0.00607211],"category_scores_gemma":[0.005085006,0.0001716543,0.0003054992,0.00175439,0.001658867,0.001033024,0.001334843,0.0005352507,0.000466534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009910662,"about_ca_system_score_gemma":0.00079708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005860894,"about_ca_topic_score_gemma":0.008148811,"domain_scores_codex":[0.9985602,0.000796595,0.00004428599,0.00009199973,0.0002963699,0.0002104955],"domain_scores_gemma":[0.9951427,0.003282815,0.0004901095,0.0002019488,0.0006284526,0.0002540054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002418844,0.0001656662,0.2273034,0.0001332694,0.00004133776,0.0006539195,0.7178061,0.00005687049,0.002749811,0.005079881,0.001049403,0.04471848],"study_design_scores_gemma":[0.000006951326,0.0001869795,0.3224274,0.00008477918,0.00002722221,0.0003656129,0.6689532,0.0002106409,0.00061945,0.0005508328,0.006546157,0.00002086153],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914325,0.0002286633,0.0003050194,0.0001507305,0.0000137261,0.00001948598,0.0000701156,0.000002682845,0.007776963],"genre_scores_gemma":[0.9976921,0.0002286594,0.0001849598,0.00006654432,0.00002422182,0.0000265299,0.00005374379,0.000003930395,0.001719321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00607211,"threshold_uncertainty_score":0.0203132,"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."}}