{"id":"W2152065347","doi":"","title":"Sociocultural Analysis of the Commodification of Ethnic Media and Asian consumers in Canada","year":2011,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Global socioeconomic and cultural dynamics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commodification; Ethnic group; Mainstream; Mass media; Context (archaeology); Sociology; Sociocultural evolution; Politics; Political science; Advertising; Gender studies; Business; Geography; Anthropology; Economics; Economy","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":[0.001694122,0.0002976129,0.000296858,0.002713078,0.02069476,0.005374411,0.0008746089,0.000432666,0.003830553],"category_scores_gemma":[0.003641927,0.0002513411,0.0002927171,0.005644892,0.006582344,0.001137823,0.004118309,0.001221684,0.0001278236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09789702,"about_ca_system_score_gemma":0.1016055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935777,"about_ca_topic_score_gemma":0.9966418,"domain_scores_codex":[0.9981597,0.000306574,0.0000432798,0.0001471851,0.0006639801,0.000679295],"domain_scores_gemma":[0.9970539,0.0006175607,0.0003327197,0.00009188925,0.001217566,0.0006864648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001400359,0.00005795243,0.1109204,0.0001339489,0.00002888016,0.001285182,0.8420956,0.0001377874,0.001814134,0.01689203,0.002720701,0.02377338],"study_design_scores_gemma":[0.000003821219,0.00002033841,0.1431322,0.00008703468,0.00002227513,0.0001217467,0.8292286,0.0001680986,0.0003347995,0.0004532071,0.0263913,0.00003650347],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652773,0.0005606466,0.00009746847,0.002077066,0.00002353333,0.00002913688,0.0001457384,0.00000525916,0.03178378],"genre_scores_gemma":[0.9957706,0.0006832174,0.0001120158,0.0001684865,0.000005262002,0.000007826032,0.0000472827,0.000007362393,0.003197883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09789702,"threshold_uncertainty_score":0.7102959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2868616521370089,"score_gpt":0.5117988396483153,"score_spread":0.2249371875113064,"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."}}