{"id":"W4382894078","doi":"10.51357/jdll.v3i2.226","title":"The Impact of Social Media, the Internet, and Legislation on Online Minor Sex Trafficking","year":2023,"lang":"en","type":"article","venue":"Journal of Digital Life and Learning","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Legislation; The Internet; Social media; Sex trafficking; Context (archaeology); Sex work; Political science; Criminology; Law; Public relations; Sociology; Human trafficking; Geography; Medicine; Computer science","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":[0.0007012846,0.00004798608,0.0001028278,0.0000500852,0.0004019851,0.0001958841,0.00007728035,0.0000467088,0.000005602404],"category_scores_gemma":[0.0009969212,0.00002328919,0.00007242963,0.0001525615,0.0001636153,0.0001611899,0.00001738624,0.0003084044,0.000001393117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001209448,"about_ca_system_score_gemma":0.00005029497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002957151,"about_ca_topic_score_gemma":0.00001583276,"domain_scores_codex":[0.9993395,0.0001151891,0.0001810051,0.00004249123,0.0002111441,0.0001107306],"domain_scores_gemma":[0.9986826,0.0009848377,0.0002143828,0.00001831286,0.00005130921,0.00004856497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001337357,0.00005193326,0.06033279,0.00000522906,0.0002394254,0.00001125192,0.5165771,0.00132859,0.00003328346,0.0005219832,0.002661467,0.4181032],"study_design_scores_gemma":[0.001071155,0.000870485,0.3248267,0.0002367128,0.00007524918,0.00002152659,0.5827166,0.002735887,0.00001937566,0.001254378,0.08593501,0.0002369762],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947224,0.0005608597,0.000002703188,0.001468736,0.00009537281,0.00002444296,5.703595e-7,0.000008694247,0.003116254],"genre_scores_gemma":[0.9980188,0.0003823055,0.000001920361,0.00001037131,0.0005545391,1.053541e-7,0.000001276026,0.000004332184,0.001026344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4178663,"threshold_uncertainty_score":0.3091785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823156196549752,"score_gpt":0.3237183465394999,"score_spread":0.2954867845740023,"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."}}