{"id":"W4392829634","doi":"10.62477/jkmp.v23i1.3","title":"The Use of EMOJIS in Online Human Sex Trafficking Ads","year":2023,"lang":"en","type":"article","venue":"Journal of Knowledge Management and Practice","topic":"Digital Communication and Language","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Facilitator; Sex trafficking; Ontology; Human trafficking; The Internet; Internet privacy; Computer security; Computer science; Psychology; World Wide Web; Social psychology; Criminology","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":[0.001379864,0.00005523507,0.00009998517,0.0001983475,0.00008798765,0.0002174968,0.000540389,0.00001521023,0.000002160828],"category_scores_gemma":[0.0002753688,0.00003886228,0.00003687143,0.0005243786,0.00003014117,0.001051274,0.0003611906,0.0001459049,0.000005178463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001351409,"about_ca_system_score_gemma":0.00001263019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003056748,"about_ca_topic_score_gemma":0.00004368801,"domain_scores_codex":[0.9991502,0.0002114001,0.0003184753,0.00006732366,0.0001546482,0.00009799527],"domain_scores_gemma":[0.9981888,0.001133051,0.0002906161,0.0002653583,0.00008974606,0.00003245992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006135881,0.000558435,0.0005415097,0.00008178136,0.0001515657,0.0001532261,0.007219024,0.000172079,0.00008622285,0.1455651,0.01168782,0.8337219],"study_design_scores_gemma":[0.0004364173,0.0001010577,0.007277835,0.00008071734,0.00002222991,0.00003021499,0.002989349,0.003974705,0.00001964038,0.0003409511,0.9846554,0.00007152665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2817686,0.009348052,0.009277548,0.02287116,0.0008284743,0.0006502145,0.00000357508,0.0001629141,0.6750895],"genre_scores_gemma":[0.9868116,0.001578983,0.005559011,0.0001782198,0.00002906106,0.000001029267,0.000001084494,0.000005705735,0.005835339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9729676,"threshold_uncertainty_score":0.2097327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1147899779201097,"score_gpt":0.3624313293408322,"score_spread":0.2476413514207224,"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."}}