{"id":"W2281192869","doi":"","title":"Barrie Gunter and Roger Dickinson (eds.), News media in the Arab world: a study of 10 Arab and Muslim countries [Book Review]","year":2014,"lang":"en","type":"article","venue":"ORCA Online Research @Cardiff (Cardiff University)","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Media studies; Political science; History; Sociology","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":[0.001392132,0.001385989,0.001450109,0.004477247,0.001298272,0.003531584,0.001195548,0.002034444,0.0125074],"category_scores_gemma":[0.002653323,0.001086747,0.0005655753,0.009011346,0.001235064,0.006184889,0.001119013,0.002017483,0.006109859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009801922,"about_ca_system_score_gemma":0.003133954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02133166,"about_ca_topic_score_gemma":0.06972934,"domain_scores_codex":[0.9994357,0.0001976231,0.0000512976,0.00004654558,0.0002128902,0.00005584926],"domain_scores_gemma":[0.9980148,0.001236233,0.0001930984,0.00002817694,0.0003388111,0.0001888996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009399273,0.000106032,0.003391344,0.004856415,0.00006218758,0.0001595181,0.002957455,0.0001332398,0.0001559433,0.002858668,0.6452872,0.339938],"study_design_scores_gemma":[0.00003241431,0.00009570834,0.02517371,0.01247164,0.0001198454,0.0009578432,0.008749967,0.00007729307,0.0001663386,0.002178842,0.9499118,0.00006460775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005944458,0.9876207,0.00007366046,0.005238404,0.001357997,0.00001101018,0.0001179467,0.00001327378,0.004972544],"genre_scores_gemma":[0.001947924,0.9930874,0.0001498552,0.000798556,0.0006431005,0.00001530245,0.00008449548,0.000005918612,0.003267537],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02133166,"threshold_uncertainty_score":0.04241502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03874361644704064,"score_gpt":0.336314794610898,"score_spread":0.2975711781638573,"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."}}