{"id":"W2300086700","doi":"","title":"Converging Media, Diverging Politics: A Political Economy of News Media in the United States and Canada [Book Review]","year":2007,"lang":"en","type":"article","venue":"Media international Australia, incorporating culture and policy","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Political science; Media studies; News media; Economic history; Political economy; Sociology; Law; History","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008978776,0.0001352375,0.0002196861,0.0001374781,0.0002244334,0.00004494244,0.0003492691,0.00007122155,0.00004211413],"category_scores_gemma":[0.001418102,0.0001015393,0.00002916215,0.0002550155,0.0004322891,0.000151278,0.00009439699,0.0002541393,8.596986e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997912,"about_ca_system_score_gemma":0.0002782296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7868918,"about_ca_topic_score_gemma":0.7825608,"domain_scores_codex":[0.998471,0.0001776526,0.000455024,0.0001558246,0.0003947669,0.0003456977],"domain_scores_gemma":[0.9980079,0.001230349,0.0002395996,0.0001262323,0.0002117579,0.0001841448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006144751,0.00002429147,0.03598213,0.00009096114,0.00003626023,0.00001308075,0.05583986,0.000001339335,0.000005889415,0.8887601,0.0184438,0.0007961712],"study_design_scores_gemma":[0.0007012414,0.00003248614,0.02051979,0.0008132643,0.00006129761,0.00001579628,0.1249488,0.00005345995,0.00007760848,0.05932789,0.7930801,0.0003682415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5611138,0.01129934,0.00005151622,0.3595274,0.001385383,0.001079467,0.0003036357,0.00005564228,0.06518377],"genre_scores_gemma":[0.971209,0.005619902,0.0002228152,0.02131033,0.001137659,0.00001837527,0.0002649446,0.000007418889,0.0002095685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8294322,"threshold_uncertainty_score":0.4140651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03562301847003732,"score_gpt":0.3368682421891101,"score_spread":0.3012452237190728,"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."}}