{"id":"W4388971203","doi":"10.5539/ass.v19n6p123","title":"The Representation of Women in Saudi Film: The Case of Amra and the Second Marriage","year":2023,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depiction; Representation (politics); Theme (computing); Thematic analysis; Gender studies; Sociology; Gossip; Popular culture; Content analysis; Art; Qualitative research; Media studies; Psychology; Visual arts; Social science; Social psychology; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001936797,0.0005323726,0.0002668056,0.001361725,0.01026495,0.004495853,0.0006814477,0.001724256,0.002323031],"category_scores_gemma":[0.004714141,0.000302948,0.0002912223,0.001109803,0.004675017,0.002457786,0.003061562,0.0018837,0.000282277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002971208,"about_ca_system_score_gemma":0.001155053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01996589,"about_ca_topic_score_gemma":0.03734043,"domain_scores_codex":[0.9975365,0.001623867,0.00006471128,0.0001070631,0.0003427392,0.0003251793],"domain_scores_gemma":[0.9978962,0.0009945517,0.0004443643,0.0001230508,0.0002605956,0.0002812207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004807278,0.00002825805,0.005362995,0.00008378958,0.00001152563,0.003832426,0.9762207,0.00002258017,0.0009759334,0.003885664,0.001843011,0.007685053],"study_design_scores_gemma":[0.000003837948,0.00004021758,0.006860639,0.0001459757,0.00001517782,0.003406717,0.947649,0.0001146887,0.0004922269,0.000290412,0.04096592,0.00001512883],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733697,0.001738386,0.0003422926,0.004524342,0.0001941574,0.00002342232,0.00004425881,0.000007987845,0.01975546],"genre_scores_gemma":[0.9946084,0.001155789,0.0001902715,0.0005599788,0.00008762691,0.00001121685,0.00002022208,0.00001093418,0.003355556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01996589,"threshold_uncertainty_score":0.03969932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861998172015104,"score_gpt":0.3239525375058334,"score_spread":0.3053325557856823,"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."}}