{"id":"W2089351871","doi":"10.2139/ssrn.877481","title":"Inequality and Media Capture","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Inequality; Democracy; Freedom of the press; Public opinion; Public economics; Mass media; Media coverage; Economics; Panel data; Econometrics; Microeconomics; Political science; Advertising; Business; Sociology; Politics; Mathematics; Media studies; 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":[0.006513079,0.00006577089,0.00009272112,0.00005494056,0.0003680525,0.00004304548,0.0001476057,0.0001016423,0.00004961988],"category_scores_gemma":[0.0005958849,0.00005658716,0.00003309048,0.0001231101,0.0001798328,0.0001540339,0.00001214725,0.001073136,0.00001799986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003634653,"about_ca_system_score_gemma":0.00187712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001549283,"about_ca_topic_score_gemma":0.03716904,"domain_scores_codex":[0.9973594,0.0001014651,0.000174454,0.00008355731,0.0003212341,0.001959921],"domain_scores_gemma":[0.9993533,0.0002149193,0.00007253543,0.00006362923,0.00007282175,0.0002227341],"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":[0.000008638345,0.0000104487,0.02372628,0.000001689505,0.00001493739,0.000005706255,0.01317269,1.759307e-7,0.00002870671,0.9470258,0.0001097332,0.01589519],"study_design_scores_gemma":[0.0003508936,0.00005893636,0.01090169,0.00001181548,0.0000228519,0.00009251782,0.06744908,0.000001084687,0.00004878434,0.8429502,0.07792677,0.00018541],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787112,0.002605487,0.001397589,0.002350231,0.0004152346,0.00005876738,0.000001336678,0.00002365792,0.01443647],"genre_scores_gemma":[0.9939128,0.003707296,0.00005293407,0.0005040428,0.001107977,4.329226e-7,7.489425e-7,0.000005207849,0.0007085231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1040756,"threshold_uncertainty_score":0.9804001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186466170096529,"score_gpt":0.3242818166100502,"score_spread":0.3056351996003973,"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."}}