{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001081002,0.00009589775,0.0001300515,0.00006126632,0.001156605,0.0001773954,0.0004227479,0.0001034713,0.001033167],"category_scores_gemma":[0.0003117945,0.0000903381,0.00005490904,0.0003035251,0.0005649134,0.0005214997,0.00006465711,0.0002493801,0.0000269641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002998574,"about_ca_system_score_gemma":0.0002455236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053205,"about_ca_topic_score_gemma":0.001567021,"domain_scores_codex":[0.9985737,0.0005272569,0.0002374585,0.0001347232,0.0003088421,0.0002179867],"domain_scores_gemma":[0.9989934,0.00009774339,0.0002204885,0.000297484,0.0001828387,0.0002080214],"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":[0.00001044008,0.000123757,0.02157464,0.00001879104,0.00007780886,9.392621e-7,0.2900202,2.564602e-7,0.0002167172,0.5844927,0.1025847,0.0008791182],"study_design_scores_gemma":[0.0005096107,0.00001592914,0.03763619,0.000109685,0.0001140382,0.00001115438,0.61818,0.000008183276,0.0001633391,0.1841886,0.1586243,0.0004389303],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4500583,0.05472815,0.001639822,0.1551315,0.005524735,0.001461561,0.00002888723,0.0007025409,0.3307245],"genre_scores_gemma":[0.9801931,0.01624854,0.001487522,0.0006016186,0.00009475881,0.00000957114,0.00000781025,0.000009377606,0.001347681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5301349,"threshold_uncertainty_score":0.99988,"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."}}