{"id":"W3031766827","doi":"10.1515/soeu-2012-600105","title":"Distorted Representation and Active Citizenship. Digital Media and Spontaneous Street Demonstrations in Bulgaria (2006-2010)","year":2012,"lang":"en","type":"article","venue":"Comparative Southeast European Studies","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Citizenship; Representation (politics); Active citizenship; Digital media; Sociology; Political science; Law; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001117685,0.0001963011,0.0002509347,0.001244515,0.001490687,0.002549492,0.0005574686,0.0006328283,0.002497071],"category_scores_gemma":[0.004721156,0.000173824,0.0001772873,0.002532301,0.003614423,0.001705472,0.003374744,0.00114161,0.0001721909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005486823,"about_ca_system_score_gemma":0.00254531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1582685,"about_ca_topic_score_gemma":0.2266645,"domain_scores_codex":[0.9988717,0.0003862419,0.00006881616,0.00008313093,0.0001272626,0.000462752],"domain_scores_gemma":[0.9962333,0.0006343498,0.001980531,0.000159031,0.000360015,0.0006328247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003811517,0.0002240474,0.7701956,0.0002024708,0.00007347028,0.0006660051,0.1543064,0.001093934,0.0004231186,0.01888359,0.005801002,0.04774915],"study_design_scores_gemma":[0.000005328339,0.00005310697,0.9213464,0.00009093833,0.000008318411,0.00005914361,0.07362367,0.0001462571,0.00007730233,0.0003958106,0.004182567,0.0000112425],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951746,0.0005009435,0.00002073031,0.001108689,0.00002124891,0.000004325541,0.0001537824,0.000001698789,0.003014001],"genre_scores_gemma":[0.9995005,0.0001253911,0.000006526224,0.00002241688,0.000004135271,0.000002001143,0.00006006661,6.24136e-7,0.0002782616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1582685,"threshold_uncertainty_score":0.3146946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.122178202539381,"score_gpt":0.3420448821218671,"score_spread":0.2198666795824862,"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."}}