{"id":"W3112306357","doi":"10.1093/oxfordhb/9780190087470.013.38","title":"What Satellite Television Has Done to the Public Sphere and to the Public in the Maghreb","year":2020,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Political and Social Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Public sphere; Politics; Media studies; Satellite; Political science; Public space; Duality (order theory); SPHERES; Sociology; Geography; Engineering; Law; Mathematics; Architectural engineering; Aerospace engineering","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00066705,0.0002425497,0.0002862504,0.00006714718,0.00146563,0.001440504,0.001497411,0.0002753225,0.00006079357],"category_scores_gemma":[0.0001191729,0.0001474529,0.00013014,0.00007051686,0.0007238306,0.0003373832,0.0006628144,0.0005361865,0.00001722275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404048,"about_ca_system_score_gemma":0.0001905819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001291565,"about_ca_topic_score_gemma":0.02119183,"domain_scores_codex":[0.9979636,0.0003483006,0.0001631527,0.0004004835,0.0006231971,0.0005012833],"domain_scores_gemma":[0.9987,0.0003549773,0.00007993528,0.0004016393,0.0001112076,0.0003523036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001903796,0.000006755871,0.00000758339,0.00000922285,0.00002502562,0.00003150312,0.02192745,1.247527e-7,4.914054e-7,0.9217157,0.003656045,0.05260101],"study_design_scores_gemma":[0.000101674,0.00004156964,0.00006180226,0.0000616368,0.00003624218,8.224941e-7,0.0150033,0.000001630049,0.000001224854,0.005762099,0.9787279,0.0002000925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004644387,0.0007143962,0.00002246134,0.1250431,0.0002807637,0.000944378,0.00003546485,0.00005203948,0.872443],"genre_scores_gemma":[0.07902051,0.003319125,0.00003725699,0.005288178,0.0007322441,0.000004748837,0.0000103917,0.00002761698,0.9115599],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9750718,"threshold_uncertainty_score":0.9998343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06997034260838657,"score_gpt":0.2587670554978277,"score_spread":0.1887967128894412,"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."}}