{"id":"W2127133233","doi":"","title":"Content, Consolidation and Clout: How Will Regional Australia Be Affected by Media Ownership Changes?","year":2006,"lang":"en","type":"article","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consolidation (business); Government (linguistics); Media coverage; Business; Political science; Geography; Regional science; Media studies; Sociology; Accounting","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":[0.0003043007,0.00007491694,0.0001035581,0.00002564219,0.0003280157,0.0000660314,0.0001235479,0.00007930434,0.0001509815],"category_scores_gemma":[0.0001567407,0.00006146997,0.00001890219,0.0001214639,0.0003313055,0.0001302132,0.00003104749,0.00006940406,0.000005011076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003771018,"about_ca_system_score_gemma":0.00001870252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007216759,"about_ca_topic_score_gemma":0.04716313,"domain_scores_codex":[0.999182,0.0001720353,0.00007789276,0.0001326788,0.00024002,0.0001953782],"domain_scores_gemma":[0.9994172,0.0002207526,0.00007819354,0.0001205781,0.00009128437,0.00007193592],"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":[0.00002070826,0.00009653108,0.01149794,0.00001234948,0.00003287329,0.000001059858,0.009378084,8.694199e-8,0.004558754,0.2826554,0.6880757,0.003670518],"study_design_scores_gemma":[0.0006145899,0.00004281402,0.03432102,0.00001817239,0.00002839781,8.135913e-7,0.0160857,0.00001360142,0.0004927488,0.001193942,0.9469686,0.0002195795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6797611,0.000938073,0.0001088261,0.2979699,0.0004853657,0.0005403714,0.00003009919,0.0001528233,0.0200135],"genre_scores_gemma":[0.9864446,0.0007357206,0.0001194408,0.0004966069,0.000319121,0.00002776697,0.0001228001,0.00000420852,0.01172973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3066835,"threshold_uncertainty_score":0.9993943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1587789913397005,"score_gpt":0.3211069856285275,"score_spread":0.162327994288827,"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."}}