{"id":"W2521658989","doi":"","title":"Roundtable: The 'popular' and African popular culture","year":2013,"lang":"en","type":"article","venue":"Lirias (KU Leuven)","topic":"African history and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of African American Studies, University of Illinois at Urbana-Champaign; Volkswagen Foundation","keywords":"Popular culture; Political science; Media studies; Sociology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003413869,0.0001523441,0.0002052453,0.00001895447,0.001669364,0.0001676074,0.000303214,0.0000972448,0.0002849795],"category_scores_gemma":[0.0002510603,0.00009517457,0.00007049314,0.0003172,0.0004146822,0.0005757178,0.00007434233,0.0002177559,0.0001239456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001399326,"about_ca_system_score_gemma":0.0000484857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002920409,"about_ca_topic_score_gemma":0.002712747,"domain_scores_codex":[0.9986473,0.0002271331,0.0001617289,0.0002479497,0.0003520743,0.000363792],"domain_scores_gemma":[0.9994236,0.00002843137,0.00009085197,0.0002240159,0.0001066817,0.0001264823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008187925,0.00005858385,0.001476226,0.00004214759,0.00009440473,0.000008838838,0.1650415,0.00000174497,0.00009064547,0.1697461,0.659582,0.003849624],"study_design_scores_gemma":[0.00009357544,0.00002835472,0.0006685248,0.00003074995,0.00004198893,0.000002294002,0.04843695,0.000001153004,0.000001976353,0.005461759,0.9450758,0.000156855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08994646,0.0700084,0.0001585366,0.1489428,0.003001615,0.002631785,0.00003868844,0.0005948571,0.6846769],"genre_scores_gemma":[0.8505387,0.001133964,0.0001134571,0.002684816,0.0006390893,0.0001098687,0.000005078208,0.000013461,0.1447616],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7605922,"threshold_uncertainty_score":0.9996303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248801820024309,"score_gpt":0.268615024312302,"score_spread":0.2437348423098711,"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."}}