{"id":"W2766039066","doi":"10.5539/ells.v7n4p42","title":"A Memetic Study of Internet Buzzwords","year":2017,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"Digital Communication and Language","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jiangsu Provincial Department of Education; Yancheng Teachers University; Government of Jiangsu Province","keywords":"Chai; Memetics; Imitation; The Internet; Information transmission; Linguistics; Computer science; Sociology; Psychology; Philosophy; Artificial intelligence; World Wide Web; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002048238,0.0001160449,0.0002147336,0.00006708605,0.0001531825,0.000529269,0.0008902489,0.00002819333,0.000003989477],"category_scores_gemma":[0.0005241424,0.00008477282,0.00003356186,0.00008870173,0.00008196472,0.0005957432,0.0009672231,0.0001290424,0.00000115739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005225224,"about_ca_system_score_gemma":0.000004972429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002828351,"about_ca_topic_score_gemma":0.00009915773,"domain_scores_codex":[0.9993243,0.00005969684,0.0001593491,0.0002088825,0.0001351234,0.0001126519],"domain_scores_gemma":[0.9985393,0.00007082251,0.0001233916,0.001072697,0.0001564594,0.00003733628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001015201,0.0001853339,0.001471912,0.00005032843,0.0001392535,0.00009421439,0.9630996,1.645648e-7,0.00002726726,0.02038765,0.0006273997,0.0139067],"study_design_scores_gemma":[0.004946272,0.002135414,0.031487,0.001129821,0.0001041707,0.00003984331,0.9198945,0.0002284784,0.00147185,0.001611898,0.03581733,0.001133456],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401705,0.0168388,0.00006346904,0.0001257538,0.0002064695,0.0001564127,0.000004343528,0.00007936402,0.04235494],"genre_scores_gemma":[0.9973732,0.0001057658,0.0005601107,0.00006026285,0.00005210193,0.00001231516,0.000001941049,0.000004875852,0.001829396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05720279,"threshold_uncertainty_score":0.5103753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696591620596479,"score_gpt":0.3016792647217956,"score_spread":0.2847133485158309,"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."}}