{"id":"W28498740","doi":"10.1089/vbz.2017.2110","title":"Youth Culture and New Media: A Study of Telecommunications Advertisements in Nigeria","year":2011,"lang":"en","type":"article","venue":"˜The œJournal of Development Communication/˜The œjournal of development communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Population; Context (archaeology); Meaning (existential); Nigerians; Sociology; Legitimacy; Advertising; Media studies; Social science; Politics; Political science; Law; Psychology; History; Demography; 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":[0.0004284912,0.0003124969,0.0004194925,0.00186334,0.001653235,0.001583899,0.0003462371,0.0005478692,0.002640433],"category_scores_gemma":[0.001143567,0.0004031661,0.0002536938,0.002748162,0.0006684356,0.001110615,0.0008156123,0.0008681849,0.0004234084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178052,"about_ca_system_score_gemma":0.001420796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02018121,"about_ca_topic_score_gemma":0.0258758,"domain_scores_codex":[0.999678,0.00008010589,0.00004331808,0.00003515081,0.00007874883,0.00008469458],"domain_scores_gemma":[0.9994282,0.000165271,0.0002037354,0.00001154907,0.00008558293,0.0001056381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008539936,0.0003319662,0.8540598,0.0007877306,0.0000346513,0.005841781,0.08790983,0.00001966275,0.0005679264,0.0009815417,0.001630636,0.04774917],"study_design_scores_gemma":[0.000005377584,0.000102914,0.8241087,0.0008086896,0.00005525268,0.003974878,0.157223,0.00006842728,0.0001493337,0.0002123547,0.01326701,0.00002407146],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854177,0.007915447,0.00006032319,0.000516345,0.00005614204,0.00003897177,0.0002594947,0.000002348304,0.005733204],"genre_scores_gemma":[0.9807791,0.01604814,0.0001411538,0.0004470765,0.00007498566,0.00004392246,0.0002192915,0.000006579381,0.002239764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02018121,"threshold_uncertainty_score":0.04012746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0617727654314124,"score_gpt":0.2905604667642586,"score_spread":0.2287877013328461,"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."}}