{"id":"W4376144073","doi":"10.54097/ehss.v13i.8179","title":"Analysis on the Causes and Effects of News Entertainment Phenomenon","year":2023,"lang":"en","type":"article","venue":"Journal of Education Humanities and Social Sciences","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Entertainment; Phenomenon; Introspection; Advertising; Commercialism; Object (grammar); Order (exchange); Business; Social media; Political science; Internet privacy; Computer science; Psychology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006033368,0.00004255532,0.0001305868,0.0001363655,0.001170824,0.00008042967,0.00009405482,0.00001752796,0.00001933227],"category_scores_gemma":[0.0001275838,0.0000248631,0.00005037406,0.0003632148,0.000734291,0.0001084559,0.00001593651,0.00004323703,4.618572e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002485068,"about_ca_system_score_gemma":0.000145407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002733631,"about_ca_topic_score_gemma":0.0009326475,"domain_scores_codex":[0.9993046,0.0001050764,0.0001364201,0.00005627788,0.0002981261,0.0000995169],"domain_scores_gemma":[0.9993466,0.0003366325,0.000194192,0.00001919239,0.00008430365,0.00001914706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000636195,0.00007508703,0.01800681,0.00003111733,0.0002044258,6.678613e-7,0.8073577,0.000001528231,0.00004766632,0.1521542,0.01188239,0.01023201],"study_design_scores_gemma":[0.00006213091,0.0001578118,0.03615491,0.00002735799,0.0001561513,1.948109e-7,0.9133455,8.209917e-7,0.00003004277,0.003694746,0.04632096,0.00004934233],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746437,0.0006469765,0.0000017318,0.01079418,0.0004229723,0.00007740507,7.446172e-7,0.000003485776,0.01340882],"genre_scores_gemma":[0.9964637,0.001566627,0.00000742277,0.0005810079,0.0003981911,0.00000360688,2.144878e-7,0.000001042081,0.0009781842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1484595,"threshold_uncertainty_score":0.9005147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06038267234286197,"score_gpt":0.3535020480752264,"score_spread":0.2931193757323644,"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."}}