{"id":"W2147694387","doi":"10.5539/ass.v7n8p3","title":"Asian Women in Australian Soap Operas: Questioning Idealized Hybrid Representation","year":2011,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hybridity; Multiculturalism; Gender studies; Harmony (color); Identity (music); Sociology; Realism; Representation (politics); Cultural identity; Alienation; Aesthetics; Political science; Literature; Anthropology; Art; Social science; Law; Visual arts","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":[0.004706116,0.0004945931,0.0002960344,0.00111396,0.007646265,0.007645331,0.001081438,0.00164933,0.002948992],"category_scores_gemma":[0.004827137,0.0003649178,0.0003649656,0.0008307529,0.0263111,0.004225913,0.0063005,0.002788102,0.0002657236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004465195,"about_ca_system_score_gemma":0.001703035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01844048,"about_ca_topic_score_gemma":0.02166779,"domain_scores_codex":[0.9958408,0.002935712,0.00006853123,0.000204349,0.0004714525,0.0004791445],"domain_scores_gemma":[0.9982907,0.0008404994,0.000216528,0.000268113,0.0002128486,0.0001713186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004457211,0.00001529893,0.001750142,0.00003907222,0.00000658231,0.0004200362,0.8414541,0.00008772471,0.0007119197,0.1510594,0.0006467486,0.003764337],"study_design_scores_gemma":[0.00001218928,0.00004880693,0.004581281,0.0001314714,0.00001980954,0.0005208685,0.9195832,0.001011946,0.0007620686,0.03492064,0.0383761,0.00003159449],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8132685,0.0004681425,0.006039924,0.009263207,0.0001291256,0.00004618206,0.00003718507,0.00002607876,0.1707217],"genre_scores_gemma":[0.9956729,0.000110362,0.000532007,0.0002905394,0.00001622419,0.00001773648,0.00000821969,0.00001296305,0.003339121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01844048,"threshold_uncertainty_score":0.03666627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06730878562918621,"score_gpt":0.3682011876007689,"score_spread":0.3008924019715827,"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."}}