{"id":"W4237425259","doi":"10.1002/9781405186407.wbiecc126","title":"Consolidation of Media Markets","year":2010,"lang":"en","type":"other","venue":"The International Encyclopedia of Communication","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Consolidation (business); Advertising; Media conglomerate; Media studies; Anachronism; Democracy; The Internet; Political science; Business; Telecommunications; Engineering; Mass media; Sociology; Law; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001787673,0.0001157566,0.0001612296,0.0001683667,0.00001302492,0.000007458149,0.0009194772,0.0001554081,0.001511478],"category_scores_gemma":[0.000107585,0.00009387674,0.00005321809,0.00006606083,0.0001308823,0.00004307537,0.00007948556,0.0002363907,0.00002700374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001664203,"about_ca_system_score_gemma":0.00002726336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002333063,"about_ca_topic_score_gemma":0.0003050152,"domain_scores_codex":[0.9993694,0.00003449748,0.000270308,0.00002901492,0.0002264073,0.00007037439],"domain_scores_gemma":[0.9988103,0.0002904361,0.0002281098,0.000583528,0.00006967711,0.00001793647],"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":[0.00002480345,0.00005919739,0.000295166,0.0001171582,0.0003351693,1.067267e-7,0.004440342,0.0001652241,0.001744159,0.01910206,0.9496912,0.02402544],"study_design_scores_gemma":[0.0001308869,0.000003472258,0.001389167,0.000143404,0.0000303524,0.000002018699,0.0001054848,0.0003246127,0.001319202,0.0007402465,0.995707,0.0001041092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00386569,0.0009425724,0.00008302896,0.0002543702,0.0007771834,0.0001242309,0.0001228734,0.00008540923,0.9937446],"genre_scores_gemma":[0.6331903,0.05393073,0.001649333,0.00008676995,0.0008627558,0.00005846873,0.001151944,0.0004974314,0.3085723],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6851723,"threshold_uncertainty_score":0.9994013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00913893373455061,"score_gpt":0.2475791190699969,"score_spread":0.2384401853354463,"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."}}