{"id":"W2344407524","doi":"10.1177/1748048516642732","title":"Assessing public sentiments and news preferences on Al Jazeera and Al Arabiya","year":2016,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Social Media and Politics","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Media studies; News values; Advertising; Political science; News media; Channel (broadcasting); Arabic; Internet privacy; Sociology; Computer science; Business; Telecommunications; Linguistics","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":[0.001177548,0.0003023784,0.0002517618,0.001696171,0.0009194792,0.001229916,0.0001118301,0.0003274482,0.002311833],"category_scores_gemma":[0.00465631,0.0001236505,0.0001564808,0.001092013,0.0004134272,0.0008980142,0.0006567889,0.0003840205,0.0005516935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003085457,"about_ca_system_score_gemma":0.0001573989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002088046,"about_ca_topic_score_gemma":0.004070124,"domain_scores_codex":[0.9994202,0.0002355801,0.00003612172,0.00004435682,0.0001885034,0.00007534311],"domain_scores_gemma":[0.995936,0.001865001,0.001158819,0.00009551278,0.0007431066,0.0002014207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009540683,0.0002480758,0.8260142,0.0005335679,0.0001281994,0.0007344696,0.07674883,0.0002353037,0.01763269,0.0007474598,0.002680358,0.07334284],"study_design_scores_gemma":[0.000007912898,0.0001514178,0.9048427,0.00006803521,0.00004226292,0.0002590693,0.08648123,0.0006416282,0.001699951,0.0001361019,0.005645268,0.00002449828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961615,0.00009296585,0.0000829453,0.00006734826,0.00001445791,0.000009424635,0.0001101128,0.000003482948,0.003457677],"genre_scores_gemma":[0.9982482,0.0002028053,0.0001874142,0.00003539614,0.00004534971,0.00002210978,0.0001570589,0.000004670427,0.00109694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002311833,"threshold_uncertainty_score":0.007733822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055457624198829,"score_gpt":0.4099906154438526,"score_spread":0.3044448530239697,"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."}}