{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005057073,0.00008195352,0.0002706248,0.0001456594,0.0001193862,0.00002402398,0.0002074363,0.00002387066,0.00001831631],"category_scores_gemma":[0.001699837,0.00006525129,0.00005539232,0.0002302306,0.0002035196,0.0001132308,0.00006608616,0.0001609791,0.00001089695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001824537,"about_ca_system_score_gemma":0.0002123444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002053744,"about_ca_topic_score_gemma":0.00008601056,"domain_scores_codex":[0.9987488,0.00009306466,0.0003256107,0.0001006539,0.0005301156,0.000201792],"domain_scores_gemma":[0.9989933,0.0004242303,0.0001786746,0.00002405981,0.0002179713,0.0001617647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001621794,0.00008847071,0.005934348,0.00002574162,0.0003236105,0.0001079674,0.9401938,0.00007096856,0.0001109842,0.0258205,0.02463048,0.002530899],"study_design_scores_gemma":[0.001033488,0.0001583732,0.01899742,0.0001533924,0.0000409629,0.00001222753,0.8745723,0.000006747648,0.001106701,0.007296592,0.09629903,0.000322802],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6693527,0.001179193,0.0002090445,0.07188261,0.00150988,0.0003210037,0.000008045792,0.00002397253,0.2555135],"genre_scores_gemma":[0.9948657,0.0002731091,0.003905592,0.0003634233,0.0004834879,0.000003876988,1.574671e-7,0.000004157815,0.0001004846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.325513,"threshold_uncertainty_score":0.2660871,"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."}}