{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002101885,0.000222713,0.0001864553,0.003849853,0.001441725,0.003454569,0.0003836327,0.0009995302,0.005829934],"category_scores_gemma":[0.01011675,0.0001483607,0.0004189346,0.003383487,0.002968257,0.00304546,0.002127866,0.0008519121,0.0003304695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001685584,"about_ca_system_score_gemma":0.003427396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007720433,"about_ca_topic_score_gemma":0.01416901,"domain_scores_codex":[0.9978035,0.001079514,0.0001104615,0.0001212993,0.0006709954,0.0002141881],"domain_scores_gemma":[0.9824055,0.01249539,0.00286784,0.0002324676,0.001710561,0.000288313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001364543,0.0004181709,0.1170687,0.01184684,0.0002714042,0.003865025,0.05234138,0.0007968399,0.001363099,0.1472098,0.01563914,0.6490431],"study_design_scores_gemma":[0.00001483002,0.0004013883,0.2942323,0.03440788,0.0005212068,0.002892316,0.1657178,0.0006079327,0.002376397,0.01754856,0.4811846,0.00009481644],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4289961,0.2525468,0.00103294,0.03042821,0.001078465,0.0001557053,0.0004764482,0.00003223483,0.2852531],"genre_scores_gemma":[0.766988,0.2222213,0.0005942424,0.003545207,0.0005978055,0.00006392346,0.0001077169,0.00002055668,0.005861266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007720433,"threshold_uncertainty_score":0.01950306,"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."}}