{"id":"W3096190646","doi":"","title":"A Critical Analysis of Attempts to Regulate Native Advertising and Influencer Marketing","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Freedom of Expression and Defamation","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Native advertising; Advertising; Reputation; Purchasing; Commercialism; Online advertising; Business; Advertising campaign; Marketing; Public relations; Political science; The Internet","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002245758,0.0001424542,0.0006029023,0.0006592824,0.0003715276,0.000711336,0.000933176,0.00008393801,0.004763458],"category_scores_gemma":[0.006994684,0.0001325084,0.0001436723,0.002474503,0.0003114828,0.001991832,0.0005265915,0.0001706959,0.000003513238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005592768,"about_ca_system_score_gemma":0.0001076034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002162281,"about_ca_topic_score_gemma":0.0002723138,"domain_scores_codex":[0.9971957,0.0007211936,0.0006571027,0.0003279262,0.0008456664,0.0002524629],"domain_scores_gemma":[0.997282,0.001147935,0.0004312469,0.0001589343,0.0005499448,0.0004299255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008746063,0.0001540497,0.7681468,0.0001826612,0.0008440842,0.00002564473,0.02290636,0.001425743,0.1367537,0.001890558,0.02910187,0.03769393],"study_design_scores_gemma":[0.0002345327,0.000009128145,0.986846,0.0005178503,0.0002839004,4.116486e-7,0.001708179,0.001053184,0.003660182,0.001878267,0.003556584,0.0002517532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777777,0.002506047,0.0008435452,0.003077228,0.0001426736,0.0002827357,0.00002119806,0.00002506251,0.01532388],"genre_scores_gemma":[0.9974104,0.000804627,0.0006884749,0.0009063256,0.00009351349,0.000007544292,0.000001594326,0.00001160071,0.00007587631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2186992,"threshold_uncertainty_score":0.9961463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.241795979127171,"score_gpt":0.5913884844356229,"score_spread":0.3495925053084519,"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."}}