{"id":"W3042462137","doi":"10.1386/jams_00018_1","title":"CCTV in Africa: Constructive approach to manufacturing consent","year":2020,"lang":"en","type":"article","venue":"Journal of African Media Studies","topic":"International Development and Aid","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"China; Constructive; Elite; Journalism; Politics; Harmony (color); Context (archaeology); Political science; Media studies; Sociology; Public relations; Law; History","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":[0.1175193,0.0006911199,0.000635809,0.002771104,0.01041104,0.01116228,0.002459978,0.005460833,0.01304226],"category_scores_gemma":[0.1465067,0.0007673205,0.0006027645,0.002864516,0.02962523,0.009934481,0.01079439,0.007784196,0.001569997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008869247,"about_ca_system_score_gemma":0.02354372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002860897,"about_ca_topic_score_gemma":0.0040579,"domain_scores_codex":[0.8961177,0.08555947,0.004384041,0.003866266,0.00660411,0.003468495],"domain_scores_gemma":[0.7866392,0.1727153,0.005617354,0.02088075,0.01093171,0.003215722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004224761,0.00004349933,0.0008574442,0.000190287,0.000008416196,0.0006412142,0.1033321,0.0003035745,0.0007329187,0.8623019,0.004932863,0.0266134],"study_design_scores_gemma":[0.00007932352,0.0001560208,0.001442664,0.001443157,0.00002437375,0.0007931562,0.07844885,0.002575856,0.002265803,0.6178147,0.2948637,0.00009247928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08833541,0.001997124,0.3831656,0.08824457,0.001668722,0.008951447,0.0004586999,0.0002741879,0.4269044],"genre_scores_gemma":[0.8445634,0.001037437,0.110078,0.007500971,0.0004704247,0.008538624,0.0001576835,0.0001295897,0.02752397],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1175193,"threshold_uncertainty_score":0.6215091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215376169911415,"score_gpt":0.325247303193217,"score_spread":0.2037096862020755,"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."}}