{"id":"W1490910310","doi":"","title":"Understanding Ethnic Media: Producers, Consumers, and Societies","year":2011,"lang":"en","type":"article","venue":"Journalism & Mass Communication Educator","topic":"Globalization and Cultural Identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Journalism; Entertainment; Mainstream; Sociology; Media studies; Law; Political science; Anthropology","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":[0.004939818,0.0007512226,0.0004136752,0.003706647,0.005273779,0.01635477,0.0009755879,0.003949414,0.008209052],"category_scores_gemma":[0.004501435,0.0004702579,0.0002793183,0.004334948,0.01734684,0.03693182,0.005947558,0.002772335,0.001164211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002659828,"about_ca_system_score_gemma":0.002550169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005176534,"about_ca_topic_score_gemma":0.005840349,"domain_scores_codex":[0.9978207,0.001586002,0.00005562273,0.0001643981,0.0002205842,0.0001526816],"domain_scores_gemma":[0.9965734,0.00207352,0.0004248088,0.0001702119,0.000361162,0.0003968049],"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":[0.00004933466,0.00006749039,0.01104535,0.0003739907,0.00002326529,0.0003104742,0.2781531,0.0001286265,0.0002790615,0.6087756,0.04202915,0.05876451],"study_design_scores_gemma":[0.00001607038,0.00003920404,0.005239293,0.001548289,0.0000320944,0.0003195151,0.3303556,0.0002718183,0.0002628206,0.3034663,0.3584196,0.00002927512],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1092422,0.1645992,0.008346843,0.3983737,0.002144669,0.00005402907,0.0003261414,0.00009801201,0.316815],"genre_scores_gemma":[0.8869194,0.06754796,0.002916004,0.01703465,0.002056934,0.0001287097,0.0001316985,0.0000848767,0.02317977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01635477,"threshold_uncertainty_score":0.02746201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3135215323892863,"score_gpt":0.3646677108654003,"score_spread":0.05114617847611408,"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."}}