{"id":"W3174062365","doi":"10.1177/19401612211025164","title":"More or More of the Same: Ownership Concentration and Media Diversity in Egypt","year":2021,"lang":"en","type":"article","venue":"The International Journal of Press/Politics","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Public sphere; Democracy; Quarter (Canadian coin); State (computer science); State ownership; Business; Political science; Emerging markets; Geography; Law; Politics; Mathematics; Archaeology","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":[0.000751663,0.0001226832,0.0001974017,0.002037879,0.001058767,0.003352225,0.0003826044,0.0003243369,0.004348988],"category_scores_gemma":[0.003513593,0.0001286525,0.000146438,0.00343061,0.001961017,0.002699218,0.001772123,0.000379367,0.000227107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001468669,"about_ca_system_score_gemma":0.0007932489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01519431,"about_ca_topic_score_gemma":0.01640966,"domain_scores_codex":[0.9993918,0.0001483758,0.00005834906,0.00008691837,0.000163971,0.0001505576],"domain_scores_gemma":[0.9975585,0.0006472187,0.001141866,0.0001352454,0.0003295899,0.0001875895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001334335,0.00006580037,0.9194221,0.00007982273,0.00009795964,0.0003894199,0.04209581,0.0002063069,0.001512958,0.00495581,0.000572855,0.03046764],"study_design_scores_gemma":[0.000004392732,0.00003214971,0.910862,0.00006939986,0.00002723508,0.000180261,0.08364172,0.0002407051,0.000562284,0.0007049944,0.003661183,0.00001359911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960034,0.0001633278,0.0000798457,0.000240227,0.000001698706,0.000003673718,0.00005673167,0.000001514877,0.003449525],"genre_scores_gemma":[0.9993655,0.000115906,0.00004286746,0.0000212781,0.00000407698,0.000002430806,0.00002981845,0.000001301328,0.0004167944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01519431,"threshold_uncertainty_score":0.03021175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0824248514693922,"score_gpt":0.3553533405431301,"score_spread":0.2729284890737379,"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."}}