{"id":"W2740571518","doi":"10.1016/j.techsoc.2017.07.008","title":"The role of online social networks for divorced Saudi women in the face of social, psychological, economic, and legal challenges","year":2017,"lang":"en","type":"article","venue":"Technology in Society","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Face (sociological concept); Sociology; Psychology; Social psychology; Political science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026904,0.0001111353,0.0003206666,0.0000279933,0.001183723,0.00003986158,0.001136505,0.0005134035,0.00000852535],"category_scores_gemma":[0.0001655732,0.00008431584,0.00008156385,0.00006098058,0.003211941,0.00009401442,0.0001851683,0.0003189567,7.462007e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188128,"about_ca_system_score_gemma":0.00008124264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001755164,"about_ca_topic_score_gemma":0.001470396,"domain_scores_codex":[0.998755,0.0001038517,0.0003426303,0.0002412428,0.00008448678,0.0004727581],"domain_scores_gemma":[0.9988873,0.0004103635,0.0004069807,0.0002512454,0.00002755235,0.00001653023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008492864,0.0003503955,0.04739405,0.00003663467,0.000198833,8.148491e-7,0.2635412,0.00001242434,0.0002396996,0.5301841,0.003463627,0.1544932],"study_design_scores_gemma":[0.001201574,0.00009846377,0.1197347,0.00001013145,0.00001124772,5.998761e-7,0.7404515,0.0002079362,0.00004327726,0.1068015,0.03122896,0.0002099971],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542327,0.0007994503,0.000007619069,0.04239191,0.0001118544,0.0004236205,0.00001295655,0.00002998616,0.001989885],"genre_scores_gemma":[0.9957588,0.003461245,0.0003064943,0.0001008619,0.0001086939,0.000168066,0.00000149172,0.000008200333,0.00008615648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4769103,"threshold_uncertainty_score":0.9995008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03122220011640974,"score_gpt":0.3425611293864568,"score_spread":0.3113389292700471,"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."}}