{"id":"W2582319810","doi":"","title":"Reconstructing the Political Economy of Communication for the Digital Media Age","year":2017,"lang":"en","type":"article","venue":"The Political Economy of Communication","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Politics; Marxist philosophy; Economy; Sociology; Media studies; Political science; Political economy; Social science; Law; Economics","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001088809,0.0001014418,0.0002065426,0.00001723213,0.0022274,0.0003328212,0.002485492,0.00009341953,0.00005872447],"category_scores_gemma":[0.001187736,0.00005852044,0.0001273185,0.00003742235,0.004090216,0.0003516741,0.0004301101,0.0002538529,0.000005446914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001345433,"about_ca_system_score_gemma":0.0002048678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002547769,"about_ca_topic_score_gemma":0.001160355,"domain_scores_codex":[0.9987285,0.00021497,0.0004852852,0.0001024183,0.00009331168,0.0003755529],"domain_scores_gemma":[0.9931632,0.004560991,0.000421242,0.001570677,0.0001847603,0.00009916285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007775236,0.0000179244,0.0007804611,0.000003861846,0.00003614216,1.422051e-8,0.001731211,5.229949e-7,0.000001039582,0.9903151,0.0008691691,0.006236747],"study_design_scores_gemma":[0.000220368,0.00001450353,0.003732151,0.00004040697,0.00004322748,0.000001784501,0.03734728,0.0002688305,0.000223949,0.7745215,0.1834824,0.000103599],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0100946,0.0002051043,0.00007436334,0.4389548,0.0000700099,0.0005584652,0.00003526356,0.00001545784,0.5499919],"genre_scores_gemma":[0.9982399,0.00003169108,0.0002568254,0.000953548,0.0001245892,0.00006026553,0.00002349278,0.000007511244,0.0003021201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9881454,"threshold_uncertainty_score":0.9990715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064045363395511,"score_gpt":0.3384863042114188,"score_spread":0.2320817678718677,"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."}}