{"id":"W2503724168","doi":"10.1093/acprof:oso/9780199265121.003.0003","title":"News Distribution and the South African War","year":2003,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); Geography; History; Political science; Mathematics; Mathematical analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002359788,0.0001243012,0.000185901,0.00001926138,0.001086514,0.00002859451,0.0003534318,0.0001584781,0.0000148979],"category_scores_gemma":[0.00002892022,0.0001042933,0.00008465502,0.000007362927,0.0009716394,0.00003487608,0.0002171217,0.0002314622,4.568919e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001058924,"about_ca_system_score_gemma":0.00005231463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009743742,"about_ca_topic_score_gemma":0.0009017204,"domain_scores_codex":[0.9992407,0.0001420612,0.00008476168,0.0001697021,0.0002039033,0.0001588884],"domain_scores_gemma":[0.999269,0.0001203368,0.0001551747,0.000309438,0.00007116801,0.00007487396],"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":[0.000040896,0.000001635508,0.000004053863,0.000004532114,0.0000381593,0.000001546866,0.007132399,1.201261e-7,3.433462e-8,0.9850766,0.002421821,0.0052782],"study_design_scores_gemma":[0.0003746133,0.000009134486,0.000004538815,0.0000183742,0.0001094212,2.172071e-7,0.005503526,0.000003177785,3.778544e-7,0.00278886,0.9910692,0.0001185433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003087561,0.0003285191,0.0001083693,0.0008773634,0.00009523515,0.0003425522,0.00005941166,0.00003280912,0.9981248],"genre_scores_gemma":[0.005796296,0.007880244,0.00002876657,0.00009458439,0.00007809912,0.000001395817,0.00002451048,0.00000888003,0.9860872],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9886474,"threshold_uncertainty_score":0.8356701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02850745661653149,"score_gpt":0.2197150446641171,"score_spread":0.1912075880475856,"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."}}