{"id":"W4381853519","doi":"10.1080/19376529.2023.2206259","title":"Symposium Introduction: Multilingual, Multicultural, Migrant, and Diasporic Radio, Audio, and Podcasting","year":2023,"lang":"en","type":"article","venue":"Journal of Radio & Audio Media","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Multiculturalism; Ethnic group; Radio program; Media studies; Journalism; Community radio; Sociology; Diversity (politics); Poverty; Inclusion (mineral); State (computer science); Political science; Gender studies; Pedagogy; Anthropology; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001875117,0.0003089309,0.0006834097,0.0004351663,0.0005162659,0.0002615536,0.0003108522,0.0001998523,0.00004986022],"category_scores_gemma":[0.004079388,0.0002537917,0.0001892391,0.0008526155,0.0007560503,0.00106723,0.00006124768,0.0005213296,0.00002247326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001749868,"about_ca_system_score_gemma":0.0002469414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001721927,"about_ca_topic_score_gemma":0.0001660265,"domain_scores_codex":[0.9969414,0.0002377772,0.0008047801,0.0003982839,0.000927123,0.0006906082],"domain_scores_gemma":[0.9969928,0.00105247,0.0006122976,0.000195793,0.0003564239,0.0007901853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004247222,0.0002977712,0.03758477,0.0003094107,0.000590471,0.00194826,0.4678715,0.0002367882,0.01826851,0.0003802681,0.1712296,0.300858],"study_design_scores_gemma":[0.009308114,0.001258411,0.2825518,0.0009354996,0.0009254199,0.005799728,0.1419344,0.001309197,0.002519576,0.0007962349,0.5502427,0.002418944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767193,0.008898041,0.00001380129,0.007963656,0.005503638,0.0002390824,0.00001294344,0.0001199506,0.0005296221],"genre_scores_gemma":[0.9700758,0.0145713,0.0009365908,0.0001116839,0.01330294,0.000005314623,0.000008488671,0.00003846544,0.0009493416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3790131,"threshold_uncertainty_score":0.9999914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02293293814070189,"score_gpt":0.2829060196521072,"score_spread":0.2599730815114052,"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."}}