{"id":"W613358615","doi":"10.1080/10948007.2014.954909","title":"9. Media and Communication","year":2014,"lang":"en","type":"article","venue":"Communication Booknotes Quarterly","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Advertising; Communication; Psychology; Business","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":[0.00120634,0.0007629752,0.0003866551,0.002718108,0.004679945,0.01366503,0.001012754,0.005670489,0.03841936],"category_scores_gemma":[0.003942625,0.0002238193,0.0003777439,0.003802342,0.008695086,0.01233525,0.003234239,0.003509959,0.009722795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00332209,"about_ca_system_score_gemma":0.003232232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008450381,"about_ca_topic_score_gemma":0.00595323,"domain_scores_codex":[0.9984645,0.0007260139,0.00006799695,0.0001911253,0.0003504821,0.0001998852],"domain_scores_gemma":[0.9980197,0.001119048,0.0001897531,0.0001918442,0.0003267312,0.0001529132],"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":[0.00001806773,0.00002792833,0.0004261749,0.0002139561,0.000004299662,0.00008441825,0.003685756,0.00004571948,0.0001054772,0.869866,0.0883803,0.037142],"study_design_scores_gemma":[0.000007223151,0.00001650609,0.0009459455,0.000623693,0.000005472335,0.0001430863,0.004557575,0.00003485845,0.0001214786,0.1226633,0.870872,0.00000900032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002861776,0.06828113,0.001556076,0.04967482,0.005849403,0.00006210378,0.0002747327,0.00005831451,0.8713816],"genre_scores_gemma":[0.2677662,0.1112596,0.004258772,0.04578592,0.0247537,0.0006231788,0.0005071382,0.0001853187,0.5448601],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03841936,"threshold_uncertainty_score":0.1285256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624673413688459,"score_gpt":0.3050777749709968,"score_spread":0.2788310408341122,"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."}}