{"id":"W2131957920","doi":"10.1177/1367877914528532","title":"Signifying the public: Celebrity advocacy and post-democratic politics","year":2014,"lang":"en","type":"article","venue":"International Journal of Cultural Studies","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Economic and Social Research Council","keywords":"Politics; Democracy; Alienation; Phenomenon; Public relations; Political science; Sociology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008257094,0.00007756853,0.0001467585,0.00004058009,0.0004374456,0.0001566626,0.0003288572,0.00003115504,0.00001283052],"category_scores_gemma":[0.002841746,0.00004280669,0.00007715167,0.00005045042,0.0003706469,0.0003235432,0.00005713087,0.0001535179,0.000003375269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008217885,"about_ca_system_score_gemma":0.0001201327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001055629,"about_ca_topic_score_gemma":0.0002082415,"domain_scores_codex":[0.9987241,0.0001579667,0.0002617819,0.0000687159,0.000610415,0.0001770367],"domain_scores_gemma":[0.9977043,0.0004171483,0.0002274109,0.00003776465,0.001513284,0.0001000818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005362276,0.0001657835,0.01972769,0.0000388722,0.001738972,0.00005325966,0.6897209,0.00001037994,0.001914079,0.1388016,0.04985269,0.09792218],"study_design_scores_gemma":[0.0009608975,0.0002051722,0.04073986,0.0001086876,0.0001088874,0.000184786,0.6795262,0.00001741911,0.0002856632,0.03921935,0.2383951,0.0002480006],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9117602,0.002771351,0.00006827545,0.07294887,0.002343234,0.00007347576,0.000002461622,0.00001255489,0.01001961],"genre_scores_gemma":[0.9940564,0.002162066,0.0001538417,0.001196114,0.001746989,0.000001411902,6.485864e-7,0.000002541987,0.0006799806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1885424,"threshold_uncertainty_score":0.340204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0666032117064422,"score_gpt":0.3772444071649387,"score_spread":0.3106411954584964,"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."}}