{"id":"W7020866051","doi":"","title":"Media Theory, Public Relevance and the Propaganda Model","year":2018,"lang":"en","type":"article","venue":"WestminsterResearch (University of Westminster)","topic":"Social Policies and Family","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Relevance (law); Consolidation (business); Social media; Inequality; News media","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":[0.009137446,0.0007478006,0.0006154499,0.004876979,0.004918691,0.01285852,0.001480411,0.005506357,0.009481449],"category_scores_gemma":[0.02079842,0.000393179,0.0005533841,0.003283637,0.04477223,0.01330698,0.004180566,0.005039154,0.001031937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006467309,"about_ca_system_score_gemma":0.003322881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001822015,"about_ca_topic_score_gemma":0.0009217994,"domain_scores_codex":[0.9924834,0.004896973,0.0001675947,0.0006491448,0.00125191,0.0005508616],"domain_scores_gemma":[0.9623888,0.03207332,0.001950609,0.001795358,0.001237695,0.0005542584],"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":[0.000005132325,0.00001079036,0.0001411943,0.00003137183,0.000001865958,0.00003145085,0.00149531,0.0001528857,0.00001982243,0.9950656,0.0006582227,0.002386377],"study_design_scores_gemma":[0.00001514683,0.00001890397,0.000301265,0.0001617728,0.000006248962,0.00007435019,0.00148616,0.0005225605,0.0001139865,0.9703654,0.02692473,0.00000949283],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03877135,0.01079088,0.04344571,0.07362637,0.00111542,0.0001261656,0.0001261135,0.0001202129,0.8318778],"genre_scores_gemma":[0.975432,0.003264877,0.002897075,0.001993008,0.001546493,0.000146569,0.00003705338,0.00005773271,0.01462519],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01285852,"threshold_uncertainty_score":0.04832405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05306800818678547,"score_gpt":0.2933013846407371,"score_spread":0.2402333764539516,"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."}}