{"id":"W2024899098","doi":"10.4000/civilisations.475","title":"Audience-Based Research in the Era of Democratization","year":2006,"lang":"en","type":"article","venue":"Civilisations","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Representativeness heuristic; Democratization; Active listening; Public relations; Political science; Politics; Sociology; Negotiation; Representation (politics); Media studies; Democracy; Social science; Psychology; Social psychology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04715139,0.0004255555,0.0007076386,0.005301377,0.01597046,0.01445545,0.001521394,0.003847473,0.009676977],"category_scores_gemma":[0.02614157,0.0004776426,0.0002772897,0.004285349,0.03383926,0.02098147,0.009143812,0.004810294,0.0004594513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01358899,"about_ca_system_score_gemma":0.004830224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006040758,"about_ca_topic_score_gemma":0.008350348,"domain_scores_codex":[0.9581787,0.03679061,0.0003819574,0.00150144,0.001477622,0.001669666],"domain_scores_gemma":[0.9626456,0.03059046,0.001635286,0.001621146,0.001907491,0.001600097],"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":[0.00004967319,0.0000539592,0.001842269,0.0002462276,0.0000136077,0.0002870066,0.6008452,0.00009197231,0.0002971812,0.3780293,0.002921199,0.01532243],"study_design_scores_gemma":[0.00003287542,0.00009716042,0.005430403,0.0008312458,0.00001541516,0.0001878913,0.6798778,0.0002389587,0.0005045607,0.09947954,0.2132771,0.00002700369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3501858,0.02229128,0.009317119,0.09746688,0.001214081,0.0001560042,0.000126838,0.00006540711,0.5191765],"genre_scores_gemma":[0.9861178,0.001900407,0.0007137695,0.001942926,0.0002574249,0.0001057852,0.00001416895,0.0000236843,0.008924179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04715139,"threshold_uncertainty_score":0.2493634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1466579647377889,"score_gpt":0.2911903724319883,"score_spread":0.1445324076941993,"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."}}