{"id":"W2423943698","doi":"10.1080/02500167.2016.1167753","title":"Media–state relations in Burundi: Overview of a post-traumatic media ecology","year":2016,"lang":"en","type":"article","venue":"Communicatio","topic":"African history and culture studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal","funders":"","keywords":"Media ecology; State (computer science); Ecology; Political ecology; Political science; Geography; Sociology; Media studies; Biology; Computer science; Law; Politics","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":[0.0005729691,0.00005970926,0.0001887476,0.00005748692,0.0002691699,0.000003592632,0.0005345918,0.00005342243,0.0003540953],"category_scores_gemma":[0.001449135,0.0000435833,0.00004374934,0.0002489288,0.0008105516,0.000113943,0.0001033493,0.00008949064,0.00009507837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001389077,"about_ca_system_score_gemma":0.0001314919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007362127,"about_ca_topic_score_gemma":0.1184147,"domain_scores_codex":[0.9988853,0.0004990307,0.0002524237,0.00008352953,0.0001299152,0.0001497547],"domain_scores_gemma":[0.9977748,0.001517625,0.0001386676,0.0004131672,0.0001111268,0.00004455983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001420122,0.0001849779,0.02028057,0.00001920285,0.00003730452,0.000001276943,0.696821,0.000001268084,0.0002225016,0.2655341,0.002682497,0.01420117],"study_design_scores_gemma":[0.0007197089,0.00005767915,0.5814521,0.0002708376,0.00004415589,7.652646e-7,0.06950588,0.000002005025,0.00001392959,0.04436725,0.3032867,0.0002789351],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5602128,0.02303633,0.00008694976,0.03596279,0.0005886907,0.0007497053,0.00007756542,0.0001486678,0.3791365],"genre_scores_gemma":[0.995443,0.003262485,0.000348317,0.00009773189,0.00001683254,0.00003365732,0.000003374034,0.000004481697,0.0007901364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6273151,"threshold_uncertainty_score":0.8976719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0839975256370213,"score_gpt":0.3379831691115781,"score_spread":0.2539856434745568,"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."}}