{"id":"W1560042905","doi":"10.7275/democratic-communique.198","title":"Media Democracy Day","year":2004,"lang":"en","type":"article","venue":"Scholarworks (University of Massachusetts Amherst)","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Democracy; Mass media; Public relations; Political science; Representation (politics); Social media; Media event; New media; Civil society; Accountability; Diversity (politics); Media studies; Commercialization; Alternative media; Citizen media; Action (physics); Media relations; Sociology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003406447,0.0006474069,0.0004506731,0.001334853,0.01277843,0.01228313,0.001319181,0.003815926,0.2268515],"category_scores_gemma":[0.00912,0.0004098848,0.0009506702,0.001396165,0.001679361,0.007085124,0.01034709,0.008064013,0.106327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003073897,"about_ca_system_score_gemma":0.003965128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002673255,"about_ca_topic_score_gemma":0.01247704,"domain_scores_codex":[0.9960113,0.0007302643,0.0001299506,0.0004132174,0.001602151,0.00111321],"domain_scores_gemma":[0.9896289,0.000615468,0.0002642435,0.0008434923,0.001863901,0.006784069],"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":[0.00003526692,0.00006623125,0.0004034263,0.00006167735,0.000003837192,0.0001003184,0.0009410307,0.00001549092,0.0002334642,0.009560764,0.9604352,0.02814328],"study_design_scores_gemma":[0.000002532951,0.00001019567,0.0003313375,0.00002144095,5.777981e-7,0.0000359521,0.0004523902,0.00000737484,0.00008506611,0.0006532136,0.9983953,0.000004656242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007241223,0.003708414,0.003647183,0.07419879,0.04870404,0.0004129343,0.003155507,0.001965758,0.8569661],"genre_scores_gemma":[0.02650696,0.00127675,0.002059223,0.0163076,0.005529359,0.0002724511,0.002373908,0.00107944,0.9445943],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2268515,"threshold_uncertainty_score":0.758894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210344586408007,"score_gpt":0.2536131961168838,"score_spread":0.2325787374760831,"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."}}