{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001729928,0.0002493797,0.0004513511,0.003759869,0.003753578,0.008295625,0.0006083081,0.001239873,0.02666312],"category_scores_gemma":[0.01487489,0.0002690279,0.0002547938,0.003935482,0.004081457,0.005159843,0.004839731,0.001572763,0.001215856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002037897,"about_ca_system_score_gemma":0.001095956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123796,"about_ca_topic_score_gemma":0.01283735,"domain_scores_codex":[0.9978225,0.0006102647,0.00008223038,0.0002689169,0.0004350128,0.0007811082],"domain_scores_gemma":[0.9857591,0.008607472,0.002393359,0.0009741532,0.0009799406,0.001285912],"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":[0.000330877,0.0002867827,0.1371741,0.00008323013,0.00009284398,0.0002824847,0.01541871,0.001021582,0.0007237579,0.8027909,0.005056875,0.03673776],"study_design_scores_gemma":[0.00008257267,0.0001841995,0.3937039,0.0002951767,0.0001616002,0.0005300492,0.04054641,0.004522677,0.00169522,0.4952748,0.06291807,0.00008528202],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5687939,0.001746585,0.002641663,0.006945036,0.0000546989,0.00003988902,0.0006484753,0.000030185,0.4190995],"genre_scores_gemma":[0.9934274,0.0001732071,0.00008049362,0.0001228864,0.00005686185,0.00001176818,0.00007406727,0.000007743783,0.006045606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02666312,"threshold_uncertainty_score":0.08919704,"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."}}